-全讯平台

��ࡱ�>�� 3��������"#$%&'()* ,-./012�������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������� �������\py9n b�a�=���=� z�$8x@�"��1�����[so1�����[so1�����[so1�����[so1�*����[so1�����[so1�<����[so1�4����[so1,6����[so1� ����[so1�����[so1�����[so1�4����[so1�6����[so1�����[so1�?����[so1�>����[so1� ����[so16����[so1�����[so1�����[so1� ����[so1�����[so1h6����[so1������[so"�"#,##0;"�"\-#,##0"�"#,##0;[red]"�"\-#,##0"�"#,##0.00;"�"\-#,##0.00#"�"#,##0.00;[red]"�"\-#,##0.007*2_ "�"* #,##0_ ;_ "�"* \-#,##0_ ;_ "�"* "-"_ ;_ @_ .))_ * #,##0_ ;_ * \-#,##0_ ;_ * "-"_ ;_ @_ ?,:_ "�"* #,##0.00_ ;_ "�"* \-#,##0.00_ ;_ "�"* "-"??_ ;_ @_ 6 1_ * #,##0.00_ ;_ * \-#,##0.00_ ;_ * "-"??_ ;_ @_ \$#,##0_);\(\$#,##0\)\$#,##0_);[red]\(\$#,##0\) \$#,##0.00_);\(\$#,##0.00\)% \$#,##0.00_);[red]\(\$#,##0.00\)���� ���� ���� ���� ���� ���� ���� ���� ���� ���� ���� ���� ���� ���� ���� �� ���� ����/ ���� ���� ���� ����* ����, ����/ ���� ���� ����, ���� ����, ����/ ���� ���� ����1 ����9 � ���� ����� � ��� @ �� ���� @ �� ���� @ @� ����� � ���- � ���� ����* ����a@ �� �,���� �*���� ����� �  ����ff��7 � ���� ����� � ���`@ @� � ���� �)���� ����1 ����5 ����7 ����3 ����> ����9 ���� ������ ����� � / ����� ����   � � � x� �� �� � � �!20% - :_��ew[��r� 1�!20% - :_��ew[��r� 2�!20% - :_��ew[��r� 3�!20% - :_��ew[��r� 4�!20% - :_��ew[��r� 5�!20% - :_��ew[��r� 6�!40% - :_��ew[��r� 1�!40% - :_��ew[��r� 2�!40% - :_��ew[��r� 3�!40% - :_��ew[��r� 4�!40% - :_��ew[��r� 5�!40% - :_��ew[��r� 6�!60% - :_��ew[��r� 1�!60% - :_��ew[��r� 2�!60% - :_��ew[��r� 3�!60% - :_��ew[��r� 4�! 60% - :_��ew[��r� 5�!!60% - :_��ew[��r� 6�"��� #h��� $h�� 1� %h�� 2� &h�� 3� 'h�� 4�(�]����)���*}y� gl;`�,���-��� .���{�/�h�guscq� �� ?�lʑ��8�������������������������������3f������ff���f����������������������������������̙��̙3f�3���������fff����3f3�f333�3�3f33�333\���`� � �y�bfn�vv�!  ;\��"�� <�t,gfn�t\o:nؚi{b�!h���{:g�^(unn�vyepg, t�e_n�tzf��pencr�g�v1r}y�0penc�{t�nxt05ufupencr�g�nn�nxt05ufuџ%��nn�nxt���, ؏�s�n\o:n�f[b�q�cf[`n�v�s�fn�,gfn�nonpencr�g�|�~:nn�r̀of, ;n���n�~�_o�lq�s�vpower bi�|�~�v�^(u:wof, �m�spenc�v6eɩ0��eq0nm0ǐ�n0�s^i{pencytam z, �n�s�r��!jww�eb��v^:wr�g0(u7br�g0'��tr�g0amϑr�gd��nr�g0��`r�gi{y*n8^(u:wof, ��(u7b�_�_�q�`�n'ypencr�g0r�n�]zf���v�^(u,gfnu��_�n�[b:n;n�v�sr, �rblzp0r�~ty��v0�v�ev^�0����o0�~�g'}�q0�o��0n�[0�[��'`:_0978-7-5136-6556-8'ypew[ �yuo(upew[t�nlu(�) �[�_���c.a. ~�euyrw�-n�v�~nm�qhr>y��s(w, �k)y�� g�n��kq蕄vpenc�p9_tb�ntbeg: �y;s�u�oep9�(u00w��v'y\0�yb�ngя�vr`f�vݍ�y0nlu n�����vpeϑi{i{0s_b�n nnziُ�npew[ gy�n nw�b gynf��e, 1\o����a0r n�[0�ǐ���ُ,gfn, ُ�n�ώr ��0\o��~b�n�c�o�nn�n�b�]�t�]wqeg_nziُ�npew[, eg_nzipew[-n�v{�͑%`, �n�sُ�npew[0r�^��_�sy'y�v�n�`0ُ/fn*n�npew[�e_t�nlu�v�^xq0�[u\:y�npew[�b���yuo.^�rb�nt㉫����v�e8^nlu, �n�s t7h�v�b���yuo���^8o(ueg�c_(w�f^�l�v�yf[�t�[�[̀of n�f'ypew[�v^y�yb��~, ۏ �.^�rb978-7-5606-6057-8 y!j`penc��tn�h"}�b/ghg�f, �[l_w�ؚi{f[!h�oo`n��o�] z{|nn�|ryepg=�s\o:nؚi{f[!h��o05up[0�n�]zf��i{�vsqnn�v,g�yu0xvzu�vyepg, _n�s\o:n�n�ny!j`penc�^(u���w�]\o�v����v�b/g�s�fn�,gfnqq�v�z, r r:n_�0y!j`f[`n0y!j`penc��t�ty!j`penc�h"}0,gfn�n_�g_�ny!j`penc:nxvz�[a�, �i���nvq�nu��_0f[`n!j�w�t�^(u:wof0(wdk�w@x n, ͑�pr�g�ny!j`penc��t�b/g�ty!j`penc�h"}�b/g, s�bvq�w,g�i�_0�su\�s�s0 o�~�e�l0mr�l�e�l�t�su\�eti{�q�[0,gfn�m�s�vf[�y�ets�b�o�syt0!j_ƌ r0:ghvf[`n0���{:gɖɉi{0penc��t978-7-5647-8863-6yyr�_y�zso'ypenc�vƌ rnr�g1gpgw� 245u�, [4] u��vhr �n�n'ypencyt�vsq�nxtw,gfnqq16�z, �q�[s�b: �~��; ͋��!j�w�v�[a�ƌ r�w@x�wƌ; �w�n��r�tv^�vyr�_��t�rcg�v�ph�:y�e�l; �w�n n n�e��r��la�r�vyyr�_�[a�ƌ r�e�l; �w�n��r�b\!krr�vyyr�_�v�pr{|�e�l; �w�n-n��b\yr�_b\!kc�c�vyyr�_�v�pr{|�e�li{0y�zso978-7-121-41689-7 iq5u�hkm�b/gn�|�~ �s�, ng�r, ؈�nw� iq5u&�nhv{|nnyepgcny65.90$,gfn�s\o:n�oo`�] z{|,g�yu0xvzu�vyepg, _n�s�o�vsq���w�y�b�]\o��s���~t)r(uя�nt�yhqۏ�b/g, ǒ(uiq5u�e�l�[y�yiq�v0^�iq�virtϑۏl��hkm/fiq5u�hkm�b/g�v�w,g�q�[0hqfn�n�w,g�st0r�] z�^(u, �|�~0w�n�~�niq5u�hkm�b/g�v�~b, ;n���~b�r�v�r��0�[e��^(u�ts_mr�su\�v�`�q0;n���q�[s�biq5u�hkm�b/g�w@x0iq�n�s��\�n0iq5u�ckmhv�svq!hck�b/g0iqf[�|�~�sn(uiqf[cq�n0iq5u�o�s�v�sbc�s�hkm�b/g0^�iqirtϑ�viq5u�hkm0�s�niq5u�hkm�b/gn�|�~0iq5u�hkm978-7-5576-7616-2�y�e�x, ngαw� )y%m�yf[�b/g�qhr>y163u�iq5u�hkm�nxt<,gfn�niq5u�hkm�v҉�^�q, ;n��:_�iq5u�hkm�e�l�t�|�~, �yt�yiq5u�hkm�e�l0�|�~ ��b0�|�~�gb0�|�~�[�s�s�|�~�^(ui{0978-7-5124-3454-7 iq5u�hkm�b/gn�^(u ��w�n, �nlbw�a,gfn�e�s\o:nؚi{b�!h�viq5u�oo`�] z0iq5up[�yf[n�b/g0km�c�b/gn�nhv0:g�h5up[�] z0uir;sf[�] z0iq:g5unsosi{nn�v,g�yu�sxvzuyef[(ufn, _n�s\o:n�vsqnn�v�yx�nxt�t�] z�b/g�nxt�v�s�(ufn�,gfn�|�~hqb�0w�n�~�niq5u�hkm�b/g�v�w,g�i�_0t�yiq5u�hkmhv�n�v�]\o�st�svqyr'`�txq�w�^(u0 0iq5u�hkm�b/gn�^(u (,{ nhr) 0qqr9�z, ;n���q�[s�b�~��0iq5u�hkmhv�n�]\o�st�syr'`0js�[soiq5u�hkmhv�n�s�^(u0iq5u�o�s�hkm5u�0iq5u�v�c�hkm�|�~0iqy�]�hkm�|�~0iq�~ oa�hkm�b/g0iq5u�o�s�vpencǒɩn�_:g�c�s0iq5u�hkm�b/g�vxq�w�^(u0978-7-5661-3062-4�w�n:ghvf[`n�vpencc�c�b/gxvz �n8l�r, uo���[, _8lw�8,gfn�(u�n�n�npencc�c���w�vsqxvzn�^(u�vye^0�yx�t�^(u_�s�nxt, _n�s\o:npencc�c�t:ghvf[`n�� z�vyef[�s�fn�,gfn�n�[e�hh�oeqkb, �n�~�npencc�c�b/g�v�����s�^(u, wq gn�[�v�[te'`0r�e'`, �n�st��ain�t�^(u�ny� 0penc�e�n 0xvzpenc�svq�ns_�n�b/g, s�b�nx0 oahv0�{�l0penc0s^�s0:sww���txh0�[ n�n�n�~�b/gxvz, n�nxvzpenc�e�n, �nxvztpenc�e�n0�s z�v*geg, ؏xvz�e�ef0�n{|n0*gegn0vq�n�p/f�b/g�tf[0`���gt0�[�a�a*geg, eq�n׋a0ck�ekny, \o��v-nы,g�^0�r�b'yye�c�_̑kq��_kq � y�v�ы��^0��vye�c�n�skq�e�m_yrpq�v m_yrpq�n�^ �t-nы�mr���:n�[�xiq�mi_0ُ/fn,g�s�e�vfn0��mr�vfn0*gegknfn0�es�tf[knfn0(un*n_>e�v�e z_�i�b1\/f: 0penc�e�n 0=�b/g�tf[ �es�tf[ `���tf[ *gpencyt ��^(u978-7-302-57742-3pencc�c�i�_0!j�w0�e�l�t�{�l(�) �t؞�_�nwtx\c[gyw� �vy���{:g�yf[�~xqyepg xii, 460u����{:g�vsq�nxt�,gfn_�{���pencc�c�st, dkt(w:y�o�v_�[ n��~���w��n�n�~��f[0:ghvf[`n0^y�~q�~0!j�|;����tos���{i{f[�y�vwq g�nh�'`�v0gmr�l�vc�c�e�l�t�{�l0,gfn�n�~�n�ǐr�gؚ�~penczz��-n�vwmϑ�s�ypenceg�c�s(u�n�qv{�v�e�oo`�v\�z�b/g�t�e�l, ؏@w͑�c���yuop`s_0w ��b�e�l�tpencr�go��nv^tt0w�te�spe0�k�z g>\d� g y`n��0978-7-5682-9257-31u��3�w� 156u�, [1] �s�vhr�,gfn(wpencc�c���w�n�~�v�q�[hqb�, ����~�, �oyu�n�vs_�v�{e^����pencc�ct�eb��v�w,g�i�_�t�e�l, �ypencc�c�v�i��0penc�c���tyt0�w,g�~��r�g�e�l08^(u�v�~��f[`n�{�l�t�m�^f[`n�{�l0,gfn؏�n�~�npencc�c�b/g�^(u�[�o, �ypencc�c�b/g(waw wrg-n�v�^(u0�vdk�e�trf[�f[`n�s�tnn�nxt�s�0d��ns t�v�qyyepg-n�v�q�[�tyr�py, ؏s�b�n�^(u�[�o�v�n�~, vq�q�[wq gtt'`00n�['`�thqۏ'`�vyr�p0$\vq(wpencc�c�^(u�[�o�eb�, ���[wqso��c�q㉳q�ehh, v^d� gsq.��nx, �[t�penc0ۏl�pencr�g0t㉗{978-7-115-56677-5penc:n�s sb_�]npenc�ltkn��s�^o;n",gfn�t o�~onpew[sl��wgs�~ǐ z�v�sn�0�nn��n�s�vsqxvz�����,gfn�[�]npenc�v,g(�0�ne\o��i{�eb�ۏl��n�=\�v���, �n�oۏpencam�o(u:n�vh, �e(w�qz�t�eos t�s�c�]npenc�nepenc\o��0978-7-5037-9496-4 ��gnxvz-n�vpenc6eɩ �s�[, �g�`�ew�-n�v�~���qhr>y�s�n\o:n�n���gxvz-npencǒɩ�e�l�v�ynf��ir�,gfn�����v;n��, /f^:w��gn>yo�yf[xvz-n�vpenc6eɩ0(wfn-n, \o�\ջ�nu�r g���v�op[0/t�s_�v�t{�e_egh����vsq�v�wƌ�p, ^g�s�n_�s����vtq���t`�, v^.^�r����f�meq0wt� gsq�q�[0ُ/fn,g�meqem�q, �e��of�a0�s�yf[%n(��vye�yfn, _n�s�n\o:n�n���gxvz-npencǒɩ�e�l�v�ynf��ir0ُ,gfn;n��rb n*n�r: ,{n�ro�n�~penc6eɩcn��yf[xvz�v�w,g�i�_, :nteg�v�q�[sb}y�w@x0,{�n�rۏnek�����yuo�g�^n*nwqso�vxvzy��v, �n �u\_penc6eɩ0gt(w,{ n�r, ۏl��[ n�ywqso�vpenc6eɩ�e�l�v�n�~penc6eɩ978-7-111-68994-2 �~��c�cn:ghvf[`n 'ypenc��km�^!j�tr�g�b/g (�) ^���e��byr�~w�,gfn�tpencc�c�nn��n�s�[:ghvf[`npencc�catq���v�n����,gfnr �'`0wgl�npencc�c�b/g, \�~��pencc�c�t:ghvf[`npencc�cۏl��n:sr, �[�~xq�t�s�n�~���e�lfh�gۏl��nibu\, �n(u�n��km�^!j�t'ypencr�g0,gfn:npencc�c���w�ekf�vpenc�yf[�[@bb�4n�vqq t��c�o�n�s_�v㉳q�ehh, v^�o͑�npenc�yf[�[�v�bl, �c�o�n�[(un:_'y0�{us ��[ gm�[�r�vϑs�b/g0,gfn(w,{2hr�v�w@x n�e�x�n13�z, �q�[�m�vpenc�yf[�su\�s z0^:w�n��0o�{0�e�b7h�xpenc��km��s�n��0\o(w^:w�~r0)r(u:1ypenc�g�^�~���vr_!j�w0asrmor�gċ0openc�v��km���r, �n�sn*n�e{��|��6q��yt1\��o(u'ypenc��km978-7-111-67750-5�e,gpencc�cğ)ycqw�g,gfn�t�[�e,gpencc�catq���vf[u0�yx�nxt�tpenc�yf[�nn����0 t�e, ,gfn؏�s�n\o:n�]wqfn, :n����~8^ۏl��e,gpencc�c�v����c�o�_��h"}�,gfnqq11�z, �q�[s�b: p�ۏ�e,gpencc�c, r���_�eq�, w[&{2n�v�w,gyt, (u}yckrh���_, �[eqt{|�e,gpenc, �[t{|�e,gpencۏl���yt, �e,gyr�_�c�s�v4�y�e�l, �w�n:ghvf[`n�v�e,gr{|�e�l, �e,g�`ar�g, �e,g�sɖs, �e,gpencc�cy��v�[��0,gfn؏�c�o�n0n�[�v�^(uhh�o�t z�^�n�nx_�[���ؚhef[`n0978-7-111-68393-3cqr�gpencr�g�vqqƌ�e�ln�|�~!j_ (�) �s���e���y�ekqw�4,gfnb�t@b g�[penc�yf[atq���v���, �e/frf[��v�_yeq�cws, _n�s.^�r gn�[�~���v�b/g�nxtibeq�]wq�^�,gfn�e����cqr�g�e�l, _n���8^ĉ�vr�g�e�l�tr�g�|�~, yr r/f�c�o�nn�|r�=\�v!j_�t�e�l, �[�n�s(u�n�nuo�w�n:ghvf[`n�vpencr�g�n�r0fn-n�v;n���q�[s�bcqr�g�v̀of�wƌ0w\�~�q�n;`�~, �o�n���r_�~,g�z�q�[; gt978-7-111-68551-7 4t�^s^, m_��w�x,gfn�s\o:nؚi{b�!hkm�c�b/g0ꁨrs0�nhv�nh�05up[�] z0�oo`�] z08h�] zn8h�b/g�^(ui{nn�v,g�yuyepg, _n�s\o:n�vsqnn�vxvzuyepg, ؏�s\o:nye^�n�s�] z�b/g�nxt�v�s�fnm|�,gfn�v;n���q�[s�b: oahv�v�w,gyr'`05u;�_ oahv05u�[_ oahv05ua_ oahv0�x5un�xoe_ oahv0�s5u_ oahv0iq5uhe�^�siq5uhv�n0iq5u_ oahv0�ln��\_ oahv0\�~_ oahv0�p5u_ oahv0js�[so_sf[ oahv0uir oahv0ɩbzf�� oahv, �n�s�[��cwsn�~t�~`n0978-7-5615-8261-9;n�s�mdw, !��q, uo�`4t�s�'yf[�qhr>y�,gfn;n���n�~�n(w�yf[xvz�t�]nu�n���w-n^�lo(u�vy�y oahv�wƌ, hqfnqq13*n�z��: �~��0 oahv�v'`��n �(u05u;��^�s_ oahv05u�[_ oahv05ua_ oahv0�s5u_ oahv0�x5u_ oahv0iq5u_ oahv0iq�~ oahv0�p5u_ oahv0ccd�v�p oahv0sf[ oahv0ɩb oahv�t�_ oahv0,gfn�qso�s�n�~xqn�s�n�~t0 o�~nr�e�~t0t��n�[e��~t0�q�[ n_eq�n0n�[�vyef[hh�o, �o�nf[u�meqt㉌t ghe�^(u0978-7-5618-6985-7 �ssey, ]�:_w�cny49.00306u�b,gfn�s:nꁨrs0km�c�b/gn�nhv�n�s5ul�] znꁨrsi{nn,g�yu9hncyef[���e �(u�v�^�q�[�~�~yef[, _n�s:n�vsq���w�] z�b/g�nxt�c�o�s��,gfnqq13�z, �sr:n n�r�q�[: n�r�q�[: ,{1�s,{2�z;n���n�~�n oahv�v�w,g�i�_�n�s oahvy�0�r`yr'`r�g�s gsq'`��ch; ,{30r11�z͑�p�n�~t{| oahv�sbc�st0yr'`r�g0��yt5u��svq�^(u, v^yr ribeq�n,{11�z sf[nuir oahv , ;n���n�~�nloe0noe oahv�txq�wuir oahv�q�[; ,{12�z zf�� oa�b/g ͑�p�n�~�nzf�� oahvso�|�~�g�s�r���[�s0�_:g5u�|�~0q�~ oahv�sy oahv�oo`��t�b/g; ,{13�z�[ oahv�vh�[�e�l\o�n�v�^�n�~0,g!k�qhr�[,{11�z sf[nuir oahv ۏl��n�v�^�ve�eqn�o9e978-7-302-58197-0 oahv�stn�^(uh��^w�>,gfn�t\o:nؚi{b�!h�nhv�nh�05ul�] z�svqꁨrs05up[�oo`0��o�] zi{�vsqnnyepg, _n�s�n\o:n�vsq���w�] z�b/g�nxt�v�s�fn�,gfnqq16�z, ;n���q�[s�bkmϑ�b/g�w@x0 oahv�w,gyr'`05u;�_ oahv�stn�^(u05u�[ oahv�stn�^(u05ua oahv�stn�^(u05u�mam oahv�stn�^(u0�x5u_ oahv�stn�^(u0�s5u oahv�stn�^(u0�x�l oahv�stn�^(u0�p5u_ oahv�stn�^(u0iq5u_ oahv�stn�^(u0sf[ oahv�stn�^(u0uir oahv�stn�^(u0ϑp[ oahv0zf�� oahv0�hkm�|�~-n�v�br^pb�b/g0ꁨr�hkm�b/g�v�~t�^(u0978-7-302-58508-4y[�[�lw�21n�~ؚi{f[!hirt�qnn�|ryepg�,gfn�s�n\o:n�^(u�wؚ!h�vꁨrs05ul�] z�svqꁨrs05ul�] znzf���c6r0ǐ zňyn�c6r�] z0irt�q�] z0zf��5uq�oo`�] z0h�s��n��o�sn�c6r05up[�oo`�] z0�oo`�] z0��o�] z0km�c�b/gn�nhvi{nn�vyepg, _n�s�n\o:n g�_�n�n�nkm�c�|�~����0o(u0�~�b�v�] z�b/g�nxt�v�s�fnz,gfn��hq�n�~ oahv�v�w@x�wƌ, 6qtr{|�n�~t�y oahv�v�]\o�st0kmϑ5ut�^(u�[�o, s�b�^�s5u;�_ oahv05u�[_ oahv05ua_ oahv0�x5u_ oahv0�s5u_ oahv0�p5u_ oahv0iq5u_ oahv0�l_ oahv0noe oahv0loe oahv�tuir oahvi{0978-7-121-41433-6 �e�~ oahvq�~�[mo�b/g8,gfn�t�n�n�e�~ oahvq�~�[mo�b/g0irt�q�[mo�b/gxvz�v�nxt���, _n�s\o:nؚi{f[!h�vsqnn�vyepgbyef[�s�(ufn���@w�yf[�b/g�v�su\, wq g�[mo�r���v�y�r��y�_0r�n^�l�v�^(u, �[mo�b/gck(w�m;r0wq_�t@w�n{|u;m�vt*n�eb�, 9e�s@w�n{|�vu;m�e_0,gfn;n���n�~�e�~ oahvq�~�[mo�b/g�svq�vsq�v�[hq0�����0,gfn��hq�{���n�~�n�[mo�b/g�s�[mo�b/gċ0oh�q, 6qt�[�(u�v�[mo�b/g�t�e�~ oahvq�~�[mo�b/gۏl��n�meq�v�n�~, �c@w�[�e�~ oahvq�~�vrb\�1uos��, �n�s�e�~ oahvq�~�[hq�g�g�t�[hq�[mo�{�lۏl��n�c��, gt�[ g�_ۏnekxvz�v��t�e�~ oahvq�~�v�[moxvz�etۏl��nu\g0�e�~5u��o978-7-5690-3371-7�e�~ oahvq�~ee���hkmn�[�ng*muq, h�:_, h��zn, hg�w��v�]'yf[�qhr>yd,gfn�s\o:n�oo`�yf[�b/g���w�n�nq�~os0irt�q�b/g0zf���oo`yt�tzf�����{�^(ui{�vsqnn�b/g�nxt�v�s�fn, _n�s\o:n�vsqnnxvzu�vyepg�,gfn;n���[ee���hkm0ee��ʋ�e�tee���[� n*n�eb��v�q�[ۏl��n����0;n��xvz�q�[s�bџ(uۏs���{0�n�]mq�u�|�~0ۏsy�vhos�t�nuzf�����{i{�e�l, �nq�~!j�w0�bqb0�1u0���v0���i{�eb�ۏl�q�~�b\!ky�vhos0,gfn�[ n�����w�v�v�qy�su\�s�rۏl��n;`�~, ����n\o��[�vsq���w�vxvz�t`�0978-7-03-067243-8hqۏiqf[�lmr oa�b/g�svq�^(u �s�^�z, ؚf, �y�q7uw�5�[�n�niqf[�] z�v�nxtwq g�_}y�v�] z�^(u�s��ny1�[�cؚw(g�^q{0�w�ls�]05u�r0��o0*�zzi{l�n�nxt�v�^%`�{t,g(��[hqθi��vkm4ls^ g�_}y�v�s�\o(u�,gfn�nt���t�] z�v�~t�v҉�^�q�s, �[�-otdr�b/g@bǒɩ�v/c�r�o�sۏl�r�g�ht, ㉳q�n�-otdr�b/g(w�[e��] z�^(u-n�v�o�sh���0�o�sǒɩ0�o�sx[�pi{�eb�x[(w�v :onr^_h��� 0 iq�~�r`r^pb 0 penc���� i{n�n�0ovq(ww(g�^q{0�w�ls�]05u�r0��o0*�zzi{ُ�nl�n���w�v�[hqθi��vkm-n, �_0r�f}y�v�^(u, �cؚ�n nُ�nl�n�v�^%`�{t,g(��[hqθi��vkm4ls^0iq�~ oahv978-7-5625-5010-5androids^�sl]eq_�nhv�����[r`�r ... [i{] w�-n�v0w(�'yf[ (fkil) ꁨrsn�n�]zf���|�t�� z�|ryepg�,gyepg���[km�cňn�vmr�v�b/g�su\��bl, �nandroidl]eq_�d\o�|�~:ns^�s, @w͑���)r(ul]eq_lx�n�t�d\o�|�~, -d�^_�s�s�x, �[�s�nhv�[6rs�r��, �� z�q�[�m�sl]eq_�|�~�st0b�t�[a� z�^�����w@x0java���w@x0android�~�g0执c�w�n:glub�0androids^�s n�v oahvq��rn�c6r0l]eq_pencx[�p0q�~��o0�w�nandroid�v܏ z�v�cnpencǒɩi{0�ǐ'yϑ�[�o, ������n���w@x�_��n�androidl]eq_�|�~_�sam z, �c�candroid z�b/g, v^�e�o0w�^(u�nzf���nhv�v����n_�s0,gyezf���nhv978-7-5114-6142-1 zf���nhv�stn����퐩\�[w�a,gfn�e�s�n\o:nؚi{b�!h:g�h5up[�] z0:g5unsos0�nhv�nh�i{nn�v,g�yu0xvzuyepg, _n�s�o�yxb�@b�vsqnn�v�] z�b/g�nxt����s�o,gfnǒ(uproteusnkeilt�t�nw, t��|�[e�, �nzf���nhv�v�i��0�r`>f:y�s c.��c6r0!j`l�bc02nl���on�n:g�n�n0-n�enx[�p�c6r�n�spe�yxq�w�v�c6r�{�li{�q*n�eb�, �_�^nۏ0w�[zf���nhv�nh�ۏl��n��~nhqb��v�n�~0978-7-03-069125-5 ꁨrsňynu�n�~����;n���^t^ cny168.00*,gfn�s\o:nؚi{ye��zf��ňy0zf��6r ��v�^�� z�vyepg, _n�s�o�vsq�] z�b/g�nxt�s�f[`n�,gfnqqr11�z< 0,{1�z:n�~��, ,{2�z:nꁨrsňynu�n�~�v�w,g�����e�l, ,{3�z:n8^(uꁨrs o�r:g�gn ��w����, ,{4�z:n:g�h6r �ǐ zꁨrs, ,{5�z:n�hkmǐ zꁨrs, ,{6�z:n���{:gɖɉ�hkm�b/g, ,{7�z:nňm�ǐ zꁨrs, ,{8�z:nꁨrs6r ��|�~�vir�e�o�~n�pџ, ,{9�z:n�]n:ghv�n(wꁨrs6r �-n�^(u�s ��w����, ,{10�z:nꁨrs6r �ǐ z�v�c6r�b/g, ,{11�z:nꁨrsňynu�n�~�v������o0ꁨrs��y978-7-111-67991-2:ghv�n:g�gf[r���q, �nv��q, (�) t[�[�ew� xiii, 491u�3,gfn�s\o:n:ghv�n�vsqnn�v,g�yؚt^�~f[u�sxvzu�vyepg, _n�s\o:n�vsq�yx�nxtn�] z�b/g�nxt�v�s�(ufn�,gfn�n�~xq2n0v^0�mt�:ghv�n:n;n���[a�, �n ���� :n;n�~, �l�� o�~:g�gf[xvz�v n*n;n��--�~�gf[0џ�rf[0�r�rf[, u\_�vsq �w  '`  �^ r�g�s�����eb��v�|�~���0�n�� zb\!k n, �e�l͑n:g�h�sti{�� z�vt��c, _n�la:srn:ghv�n�l�wƌso�|�v�]_01\�q�[ ��, �e�m�v�n:ghv�n:g�gf[���w�v�~xqt��, _n��eq�n gsq�1u�^nџ�r!j_r�g0�g�w�~t0'`��ċ�nnos����0�g'`�sޏ�~so:g�h�nџ�rf[i{g�e�v�yxb�g0:ghv�n:g�g978-7-302-55969-6:ghv�npef[�w@x4t�yg, _ôw� :ghv�nf[�svq�^(u�|rnfn xiii, 435u�3,gfn�s\o:n'yf[�vsqnnؚt^�~,g�yu�txvzu�vyepgb��y�s�fn, _n�s\o:n�vsq���w�] z�b/g�nxt�v�f[��,g�,gfn1u�w5�t��n�^(u0pe��w� xvi, 258u�,gfn�t:ghv�n�b/g�nxt�tnyo1r}y�����,gfn��hq�n�~gopigo3�svqm�y�v oahv�tgbl�hv06qt, �ǐ�n��_�yr�^3d!j�wv^o(ugazebo(wros-nџl��nwego(ugopigo3�vpew[j[u!j�w0�c negu\:y�yuoo(ugopigo3�g�^�tџl�n*n�n�ht�v�s�x�v�;n�y�r:ghv�n, �c"}:ghv�n�yuof[`n\*g(w�nx-n zfo�ǐ‰�[vq�s�x ����_�v�n�r0,gfn؏�m�v���y�m�^f[`n�t:_sf[`nkn{|�v;n��0(w,gfn�vgt, ���\�q�`(w:ghv�n�b/g-n�g�^n(u�^(u z�^�v�w@x�wƌ, v^wqy�n��_�sؚ�^zf���;n:ghv�n�v���r0:ghv�n978-7-111-68352-07by*g�w�s�x-n�v�;n�y�r:ghv�n1gsfj�i{w� �y�r:ghv�nx�s�b/g�nxt�,gfn�c���n7by�;n�y�r:ghv�n�|�~�v�_y�eb�, s�b:g�g����0џ�r�c6r0�[mo�t6r�vi{0��hq, �n7by�y�r:ghv�n�vџ�r:g�g_�y����, �ǐ�y�r'`�t�s�d�~'`�n�~�tr�g�nwq g�g'`�h�~�g�vn�_!jwws�y�r:ghv�n (cfmmr) �s�w; 6qt, _eq�nn*n�(u�vos\oџ�r�c6r�t oahv�g�g, v^�[in�n�g�g-n�k*np[�|�~�svq�v�^�v������bl, s�bџ�rf[�c6rp[�|�~0�r�rf[�c6rp[�|�~�t oap[�|�~; gt, �����n�yuo����ُ�np[�|�~�n�n��:ghv�n�c6r�|�~�v������bl, v^�=\����nwqso�v�{�ln(wcfmmr nۏl��n�[������0�y�r_:ghv�n978-7-121-41358-2 uir/t�sekl�:ghv�n(�_) poramate manoonpongw� cny138.00*,gfn�t:ghv�n0:g5unsos05up[�] z0�c6r�t�n�]zf�����w�vxvz�nxt0�] z^�tf[u����,gfn�n�~�n�suir/t�s�vekl�:ghv�nnirt�s�x�v�v�n\o(u0�[�c���nekl�:ghv�n�vb_`�����tl�:n�c6r�yuo�nuirf[xvz-n�s�v0,gfn�v�v�v/f_�s^y�~�c6r�v!jwws�~�g, ubirtekl�:ghv�n�v n t�s�^l�:n, �ndkegr�g�s�^l�:ǹt�v^y�~:g6r, v^���� oahv��t�b/g, �n �(wt��vl�:nkn��ۏl�s^�nrbc0\o��c�o�n�n�]a�w�r\o�|�~�v�[�o, v^:_��nuirf[xvz0���{^y�~�yf[�t�] zf[kn���v�[rsq�|0978-7-111-68860-0 �y�r:ghv�n�stn���� (�l) tkq��pqw�$�t\o:nؚi{b�!h�] z�^(u�w:ghv�n�� z�vyepg, _n�t勆��w�v�b/g�nxt�s��,gfn�n�~�����y�r:ghv�n�v n t�]wq�t�e�l, ;n���q�[s�b n�~�^!j0�s���~'`s0�e!j�w�c6r0�[_0�[�e�[mo0��ƌ0as\�f�n�lhv�t��s�e�n�lhvi{, �m�vgbl�hv0 oahv0�[*��t�c6rt��i{�eb�0�v�k nnhr, ,ghr�e�x�n��s�e�n�lhv�v�q�[, (w�~'`�tؚ�e�`�q n, ��s�e�n�li{�n�nas\�f�n�l, �n���s�e�n�l g�r�n����f}y0wf[`nas\�f�n�l0978-7-111-67669-0�;n�y�r:ghv�n �qʉ ... [i{] w�3,gfn�s\o:nnf�ؚ!h:ghv�n�vsqnnؚt^�~,g�yu�txvzu�vyepg, _n�s�o勆��w�v�yx�nxt�t�] z�b/g�nxt�s��,gfn�n�~�nn�;n�y�r:ghv�nџ�rf[�^!j0�[*�ĉr�t�[mo�^�v�vsq�vpef[�w@x0�b/g�e�l�t�{�l0pef[�w@x�eb�s�b�i�sh�:yn�w,gџ�{, r'`irso n�~џ�r�vh�:y0�^!j�n�s���{, �i�s0o����^!jnbl�i{; џ�rf[�^!j�eb��m�vn�_�y�r:ghv�n0��r^_�y�r:ghv�n0���_�y�r:ghv�n; �[*�ĉr�eb��m�v_ĉr0���ĉr0h���ĉr�n�s��t�[*��e�l; �[mo�^�v�eb�s�b8^(u�s�xa�w oahv00w�vh�:y�e�l0@\�0w�v�g�^0̑ z0o��0 t�e�[mon0w�v�g�^i{, vq-n̑ z0o��s�bџ�ȓ z0o��0�oiq̑ z��0ɖɉ̑ z���n�sy oahv��t̑ z0o��, t978-7-111-68743-6�;n�y�r:ghv�nny:ghv�n�|�~ џ�rĉr0��o�tɩ�(�n) $\ё�as9h, <\\��n�t^, o�b�_�,g-�r\w�f,gfn n�n�s\o:nnf�ؚi{b�!h�oo`�yf[0ꁨrs0:g5u�] z�s�vsqnn�vye�yfn, _n�s:n�y�r:ghv�n�ty:ghv�n�|�~�vsq���w�vxvz�nxtb�b/g�nxt�c�oc�[�,gfn:n�y�r:ghv�n�vџ�rĉr0��onɩ��c�o�nt��n�[��c�[, �n�s�s�n�v�co(u�v�{�l0fn-n��hq�n�~�n(wwq g:ghv�nmon�t��^�v�[te�oo`�vhq@\pwh�|-n gsq�[*��tџ�rĉr�v!j�w�t�{�l; �c@w�����r:w-n�vџ�r, �r:w1u:ghv�ngg�t���w�v�s�x�r`�[in; 6qtxvz�n:ghv�n(w*g�w�s�x-n�vџ�r�n�s)r(uakm�oo`ۏl��s�x�^�v�v�v�^�n�r; gt�q��n�n�~�t n�~y:ghv�n�|�~�tɩ��r�rf[0978-7-5487-4337-8 robot systems for rail transit applicationsliu huicseries in the belt and road international railway talents educationcny82.00-nws'yf[�qhr>y#�tegnsf[`n�n�џ���] znn�vf[uo(u, _n�s�� tl�n�vsq�nxt�s�����,gfn��~����n�ve�g�e�vh�s��n�:ghv�n, s�bh�s��n�ňm�:ghv�n0os\o:ghv�n0zf��6r ��s�xꁨr�[_f���0zfh�r< f�0ؚ�����]�h:ghv�n0h�s��n�ňy0w�l:ghv�n�th�s��n��e�n:g0d��n��~�n�~ n��:ghv�n�v�����t6r ��st, v^�c�o�nh�s��n�:ghv�n�t�n�]zf���|�~xq�whh�o0kxe��n�ve� n勆��wf[/gw�\o�vzz}v, �s f�n勆��w�vgmr�lۏu\0h�s��n�978-7-111-68427-5�]n:ghv�n�nwn z�b/g�w@xǐ�gw�z,gfn�s\o:nt{|ؚi{b�!h�vsqnnf[u�]n:ghv�n�[��{|�� z�vyepg0�] z�b/g�nxtۏl��]n:ghv�n�nw�et�vxvzd��e, �s z1r}y��f[android�d\o�|�~ nopengl z�b/g�veq�yepgz,gfn�v;n���q�[s�b: �i��0�]n:ghv�n�nw z�^�t�nw7h:g�n�~0 z���n�~0�^(u z�^_�s�s�x�n�~0�vb_ z�]wq�n�~�t z:y�o0�]n:ghv�n��n z0�nw z�^�d\olub� z0�]n:ghv�nџ�r�nw z0w�gpwh�|pwh�sbc z0�]n:ghv�n z�^�c6r�nw z0�]n:ghv�n ��nw���� �ؚi{f[!h �yepg978-7-122-39062-2 �]n:ghv�nz��b�nw�[�oye z kuka.sim pro;,gfn�e�s�n\o:n�]n:ghv�n�vsqnn�vyef[�s�s�(ufn, �s�s\o:n�]n:ghv�n�w��:g�g(ufn, t�e_n�s�o�vsqnn�v�b/g�nxt�s��,gfn�v�~�^as (kuka) �]n:ghv�n�[�ez��b�nwo��nkuka.sim pro, m�t�d\oo:yɖ��, ǒ(u�v�e�~t�v�e_�[kuka.sim proo��n�v�w,g�d\o0�y�~ z0�nwi{�d\oۏl��n��~�n�~, v^�ǐ�[�o͑�p��㉆n,dџ0x�w0y�t�0�m�~0��oi{�^(u�v�[e��d\o0,gfn�q�[�[(u, ��yo����[kuka�]n:ghv�n�n�s�nwo��nkuka.sim pro-n:ghv�n�]\o�z�v-d�^�t z gn*nnpf�v�n�, �n ��c�c�]n:ghv�n�y�~ z�nw�b/g, v^�^(u0r�[e��]\o-n0�]n:ghv�n978-7-111-67167-1 �]n:ghv�nџ�r�c6r�b/g  _f�e, �n�;nl�nb�!h�]n:ghv�n�b/gnn as n�n �|ryepgxi, 197u� �]n:ghv�n�vsqnn�nxt�,gfn�w�nscara�]n:ghv�n, �n:ghv�n����ǐ z-n��c�c�v�b���q�s, 1uemeq�m0�_�^nۏ0w�n�~�nscara:ghv�n����am zi{�[(u�wƌ0�n�[hq�d\o�la�ny�req, m�t0n�[�v�[ir�vgr, �|�~�n�~�nscara�]n:ghv�nџ�rf[0:ghv�nust�����0:ghv�nyt�����0:ghv�n�~'`џ�r����0:ghv�nџl�;�������0c�nn z0���ph�[i{�[(u�q�[0�w�nwqsohh�o, ��~��㉆n:ghv�n�|�~�v����0 z0�ջ0ꁨru�n�vǐ z0�ǐf[`n,gfn, o����[�]n:ghv�n����ǐ z gn*nrek�v��ƌ0978-7-122-39113-1�]n:ghv�n\on�|�~ɩb_�sn�^(u�[b�shh�or��, hti`cg, ��rns;n>,gfn;n��b�t gn�[:g5u�w@x�v�b/g�nxt�trrۏeq�]n:ghv�nꁨrsl�n�v�] z^, t�e_n�t�]n:ghv�n�|�~ɩb�eb��v�vsq�������,gfn;n���n�~�n�]n:ghv�n(w n t���w�v�^(u, vr�g�nُ�n���w@b�m�s�v n tp[�|�~�s n t(�ϑ�h��vsq.�����n�v�tlr, v^�ǐ�[e�hh�owqso����n(wxq�w���w�^(u�vsq.��p�sy��v�[�e�v���p0,gfn/f��g(w�nnxvzb��[e�_u\�|�~ɩby��v�v�~��;`�~, �n�n�~�n:ghv�n ��w0�|�~m�n0�]ň9ywq����05u�c�e�l0ccd0�oiqɖɉ�ehhi{�v���p�t�la�ny�0978-7-5606-6106-3 :ghv�n�~ty��v�[��ye z��sfޘ ... [i{] w� �^(u�w,g�y�nmb�w{q�|ryepgg,gfn�e�s\o:nؚi{b�!h:ghv�n�vsqnn ( t oa�hkm�b/g05up[�oo`�b/g0ꁨrs�b/gi{) ,g�yuyepg, _n�s�o�n�nt�yzf���b/g�vsq�et�]\o�v�nxt�s��hqfnqqn�z, �q�[r r:n�~��0:ghv�n�~t�[b�w@x0arduino/c�� z_�s�s�x0arduinos^�s:ghv�n�[b0msp430s^�s:ghv�n�[b0stm32s^�s:ghv�n�[b0norstars^�s:ghv�n�[b0vq-n, �v�^�v:ghv�n�~ty��v�[b�q�[��/f�s�n�o����v�c�s�0�d\o�v0978-7-03-029864-5 �b�n�s:ghv�n�b/g cny150.00336u�e,gfn�s�o:g�h5up[�] z0�c6rt��n�c6r�] z0:g�h�����st��ni{nn�vxvzu��� �_n�s\o:n:ghv�nxvz�s�vsq�et�yx�nxtn�] z�b/g�nxt�v�s�(ufn�,gfnhqb��n�~�nn�qyo�^�b�n�s:ghv�n�|�~�vsq�v�w@xt���tmr�l�b/g, fn-n�q�[/f9hnc\o�@b&^���vxvz�v�яast^eg�oxb�v�[863��r�ts�n^�y�b�ef��ri{�����n�s211�t985f[�y�^���~9�/ec@b�s�_�vf[/gxvz�s�b/g�[��b�gtet�d�q �b�v0;n���q�[s�b: �b�n�s:ghv�n�|�~s^�s�ehh����0�qyo�^:ghv�nџ�rup;m'`�t�s`�'`r�g0�sos��d\o�vџ�rĉr�tos��n�rĉr�e�l0�w�ny oahv�oo`�vr6��k�c6r�s�sos��c6r�e�l0z��b�nw�s�xs^�s�v_�s0�b�n�s:ghv�n�|�~e��d\o�b/gxvzi{0,gfn�[�qyo�^�b�n�s:ghv�n�v�vsqt��0�e�l�s:ghv�n978-7-5607-6504-4 4l-n:ghv�nr�e�[���{fye zruu, ��, 1g^t�[;n�,gfneqr�q�,g�ynot^�~f[u�v�wƌ�~�gyr�p, �q�[�[�c1uemeq�m, �_�^nۏ0�n:ghv�n�v�su\�s�seqkb, �n�~�n:ghv�n�v�[in0r{|0xvz���w0�^(u�sri{�w@x�wƌ, �ǐ�[�[���[as-r-n�w:ghv�nnas-ui\�w:ghv�n�v�n�~, ��f[u�[:ghv�n�|�~�gb�s z�wƌwq g�v‰���w, ؏�n�~�n�nu:ghv�nn:ghv|��v�w,g�wƌ0�nu:ghv|��vlx�n�~�g0y4l n:ghv�nos\os^�s, gt�n�~�nhq@\ɖɉ:ghv�n4lt�k[��vĉr�sv�t�b/g���p0wm m:ghv�n978-7-121-41579-1 �n�n:ghv�n�[��ye zh�\eh, �f�[, rո׋;nc,gfn:n�f[�yyepg, n�n�s\o:nؚi{f[!h�n�]zf��0���{:g05up[�oo`0�r�rn:g�hi{�vsqnn�v�[��ye z�t�s�fn, _n�s�o�vsq�] z�b/g�nxt�s��,gfn�e(w�w{qf[ur�g�t㉳q ybg����r0�rkb�[�����r0zz��a�w���r0pet;���0�`a��r�tr ��ri{0,gfn;n���nnao:ghv�n:n�o, �n�~�n�n:ghv�n�v�su\�s0t���w@x�t z�e�l, ;`�~�n�n:ghv�n�[��yef[�t�z[��w���~��, �ht0n�[�v�[��hh�o0,gfn�n�vb_s z:n_�z, _eqpython z, �c�o'yϑ�v�nx:y�o, �[�n�n:ghv�nۏl��meq㉐g, wq gb\!k'`, �s_�[ z���w@xb:ghv�n���w@x�vf[u�n��n�n:ghv�n�v�w,gt���t�b/g, ŏ�eq�v^�c�c�n�n:ghv�n�v z�b��, �rkb�[�st�y�n:g�n�nhh�o0�n�nzf���c6r978-7-115-55372-0 \�wzf��:ghv�n6r\ohq;eeu (�) b{v����^�yw� cny189.8012, 559u�:ghv�n6r\o1r}y��,gfn/f\�wzf��:ghv�n6r\o�vd��e�[xq, �ǐ�[�o���, jtɋ`o6r\o:ghv�n����c�c�v�~t�wƌ, �q�[��[, ��of�a0rf[��s�n���s��f[, �n�\�wzf��:ghv�n����06r\o�to(u�v�b�]0 gn�[6r\o�~���v1r}y�_n�s�n�n,gfn-n �m 0r n\}y�pp[0ُ,gfna(w/t�s`oo(u n t�v�~�neg�g�^:ghv�n, `o�s�n c��]�u"k�v�e_�bfn̑�n�~�v!jwws�vy��v�r�n�~t, r�^�qt�yb_�r�t:\�[0ؚ�^zf��s�v:ghv�n0978-7-122-38818-6h�ğey;ns,gfn�t^'y:ghv�n1r}y����, �s\o:n(w�vsql�n�n�nzf��:ghv�nxvz�t_�s�v�yf[�]\o��t�] z�b/g�nxt�sؚi{b�!h^u�s�r:ghv�n�z[��v�s�fn, _n�s\o:n�vsqb�!hnnyef[(ufn�,gfn;n���n�~�nzf��:ghv�n�vǐ�s0�su\�s�r�t*gegu\g, :ghv�n����ndiy, �n�n:ghv�n, n�_:ghv�n, �]n:ghv�n�t:g�hkb, g�r�t�swq:ghv�n, �_�w:ghv�n, q�~:ghv�n, �q(u:ghv�n, :ghv�n oahv0q��rhv�t�c6rhv, :ghv�n�z[��v�qy�su\�s�s�s�s�ri{�q�[0fn-n�nnf�s:ghv�n�b/g0�z>fr �nr�e0�w{q�yf[ }(�:n�[�e, _u\zf��:ghv�n�wƌnf�sf[`n, �f[`n/f_nny�ɩ5up[0�oo`�b/g0ꁨr�c6r�tr�e�����nnso�v�y�bf[`n;m�r, /f�^�z(w�;n�cvz0t\of[`n�t�_pnye��kn n�v�e�wyef[�t�f[!j_0fn-n�q�[�l͑t��n�[���v�~978-7-111-68364-3 zf��:ghv�n_�seq�cws (�) pg y�gy�y�b<\w�x, 221u�,gfn�t_�y�c"}:ghv�n���w�vr�[01r}y��tf[u����,gfn&^`oeq�f[`n�yuoo(uh��>mnarduino�g�^n*nwq gؚ�~�r���v:ghv�n0,gfn\nekek0w���c�g�^:ghv�n�vǐ z, `o\f[0r�yuo)r(uh��>m�c�o�v:_'y���{���r, �yuo)r(uarduinon oahv�t5u�r:gۏl��f}y�v�n�n, v^)r(uُ�no�peg�g�^:ghv�nlx�n�|�~0 t�ef[opython z�w@x�wƌ, v^)r(uvqۏl��f:_'y�vzf���r��_�s06qt�ǐo(uopencv�tusbq�~dd�p4y, `o\6r �n*n�s�n���t�v:ghv�n978-7-115-56174-9:ghv�n&otf[/the ethical and social implications of robotics(�) ^yȓkq��g, �q�e�?�^<\, tn�l�a. ��w;np,gfn�[�n�n�]zf��n:ghv�n���w�vxvzwq g�_ؚ�v>yo�s��neꁨrs�|�~�^(un�[b�w�nh�q�^!j��iec 61499 4b�e�e, �^ z, h�\�mw� �]nꁨrs�b/gnfn xiii, 178u�=,gfn�t�n�n�]nꁨrs�vsq���w�yx�]\ob�] z�����s_�s�vnn�n�x\o:n�s�fn, _n�s�n\o:n(w!hxvzu�tؚt^�~,g�yu�vf[`n(ufn�,gfn;n���n�~�n_>eꁨrs�|�~�~�^!j��iec 61499�v8h�_:g6r0�[inn�����_, /f\o��v�asyt^xvzb�g�v;`�~0hqfn�niec 61499h�q�q�[:nfh�g, ���t�w,g�i�_0�����_0�]wqo:y0�����[�o0 t�e�n�~�r^�n�{us0r ybg�v�] zy��v_�sam z, z�c@wiec 61499�vt�wƌ�p0ꁨrs�|�~978-7-111-68811-2(upython{�~g�����c6r�|�~(�e) wsոhw� �v�it�b/g�|rnfn�,gfn�m�s�_yn:ghvf[`n�tpencc�c�vsq�v�q�[, v^o(u�npython z��0dky,<  ,gfn�r�n�����(wџl�python z�^�v t�e, �ǐ ��f[��zp egso���c6r�] z0fn-n n�ns t�[e��]\o-n�~8^o(u�v�n o��qpe!j�w:nxvz�[a��v�~xq�c6rt��, ؏�m�s�n�r`zz��!j�w:nxvz�[a��v�s�n�c6rt���n�s���h�c6r�v�w@x�wƌ0 nǐ,gfn=\�s��0w�q\�npef[�eb��v�c��, �s ��nkn�v/f'yϑ�vpython:y�o�nx, �n�s$n�y�y�v�s1r�c�v�t�[݋b__�v��u_, ُo�_,gfnb__;m�l, ��u�rnf�nt�0o��n�]wq � z�^���� ��^(u ��c6r�|�~ ��|�~����tp271-39978-7-5024-8756-0@consensus of multi-agent systems with binary-valued measurements�swzw�cny56.004,gfn�s�o�n�n�c6r�yf[n�] z0џy{f[n�c6rt��0�|�~t��i{nn�nxt���, _n�s�oؚi{b�!h�vsqnn�v^u�s��,gfn;n���n�~(wɩyo�[�] z�b/g�nmb�v�bl:n�vh, @w͑:_s'yf[u㉳q�[e��] z��v���r0hqfnqq6�z, s�b: ���{:g�c6r�|�~�i��0���{:g�c6r�|�~�vt���w@x0ǐ z�s�����0pew[�c6rhv����n�^(u0q�~�c6r�|�~0���{:g�c6r�|�~����0,gfn�q�[0n�[, �n'yϑ��[�vhh�o/�z�vsq�wƌ�p�vf[`n, :_�nn�wƌn�] z�[���v�~t, wq g��:_�v�^(u'`0���{:g�c6r978-7-03-069432-4���h�c6r�w@xt< ��ς�[n, 4t�niq, �_�]nsw�v�s\o:n�c6r�yf[n�] zf[�y�n�s:g�h05up[0��o0���{:g0pef[i{�vsqnn�vxvzuyepg, ؏�s\o:n^'y�n�n�c6rt���nxtxvz0yef[�v�s�fn0,gfn�e�s�n\o:nuir;sf[�] z0:ghv�n0�oiq;sf[i{nn�vyef[�s�(ufn, _n�s�n\o:n�vsq���wxvz�nxt�v�s�d��e�hqfnqq13�z0,{1�z�n�~���w�v�w@x�wƌ; ,{2�z�t,{3�z�n�~�w,g�s���|�~�v���wr�g�e�l, s�b nnx�[�|�~�c��n3z�['`r�g; ,{4�z�n�~�c6rhv�spesng��[����; ,{5�z�n�~�w�n���w�e�l�vh"�c6rhv�v�����e�l; ,{6�z�n�~�v�bb_�����e�l; ,{7�z�n�~�e�w���h�c6rt���vpef[�w@x; ,{8�z�n�~�~'`�|�~�v'`��ch; ,{9�z�n�~ nnx�[�~'`�|�~�v���h�c6r�w,gt��; ,{10�z�n�~ nnx�[�e�n�|�~���h�c6r�vn�n�w,g�e�l; ,{11�z�n�~gy_�~'`�|�~�v���h�c6r�w,gt��; ,{12�z�n�~yzf��so�|�~�n�n��sr^_os t�c6r; ,{13978-7-111-67785-7�s:w;`�~n�]n�n*yq�^(uye z ngck�q, nggo6qw�366u�m,gfn�s\o:nؚi{b�!hꁨrs0:ghv�n0ꁨr�hkm0:g5unsos0�n�]zf��05up[n5ul�] z0���{:g�^(u0�oo`�] zi{nn�v,g�yyepg, t�e�s�n\o:n�vsqnn�vxvzuyepg, _n�t�n�n�s:w;`�~n�]n�n*yq�c6r�|�~�����v�] z�b/g�nxt�s��hqfnqq9�z, ;n���q�[s�b: �s:w;`�~n�]n�n*yq�i��0profibus-dp�s:w;`�~0profibus-dp�n�z�v�|�~����0can �s:w;`�~n�^(u�|�~����0can fd�s:w;`�~n�^(u�|�~����0lonworksl]eq_zf���c6rq�~0ethercat��oos��n�n�z�c6rhvet11000ethercat�]n�n*yq;n�zn�n�z�|�~�����tethercat�]n�n*yq�n�zq��r z�^����0hqfn�q�[0n�[, �~�gtt, t��n�[���v�~t, $\vq�l͑�] z�^(u�b/g, �~�q�nn�n��~�v z�[�o0�fn/f(w\o�yef[n�yx�[���~���v�w@x n,;`�~978-7-302-58161-1 ng�x�r, ngx;n22, 280u�f,gfn/fhq�v�] znnf[moxvzuye���v�[�~ĉryepg, �e�s\o:nꁨrs0ꁨr�c6r�s�vsq�] znnxvzuyepg, _n�s�ozf���yf[0�n�]zf��0���{:g�^(u05up[�] z0�oo`�] z0:g5u�] zi{nnؚt^�~,g�yu�t�y�b�nxtf[`n�s��,gfn�����nzf���c6r�v�w,g�i�_0�st0�e�l0�b/g�s�^(u�[�o0hqfnqq8�z, �q�[s�b: �n o�~�c6r0rzf���c6r; �w�n!j�|;����vzf���c6r; �w�n^y�~q�~�vzf���c6r; n�[�c6rn�n�nzf���c6r; �6�zf���c6rnf[`n�c6r; zf��os�stn�{�l; gozf���c6r�stn����; zf���c6r�v�] z�^(u�[�o0978-7-111-67253-1 zf���c6r�b/gnn�� ;n _f�e, �s�t"kl�nb�!hzf��6r �nn as n�n �|ryepg@,gfn�s\o:nzf���c6r�b/g0:g�h5up[05ulꁨrs�s�]n:ghv�n�b/gi{�vsqnn�vnn��yepg, _n�s�o�n�n�vsq���w�]\o�v�b/g�nxt�s�o(uu,gfn;n���q�[s�b: �]n�si�̀of n�v�v�[beu, zf��6r �3'y;n��, zf��6r �sq.��b/g, :g�hcq�n�t:g�g, 5u�]5up[�b/g, �c6rt��, oa�hkm�b/g, �m�snl�s o�r�|�~0978-7-302-58585-5matlab/simulinkeq��~xqye z�_�v�o;n xiii, 393u�1,gfn�t\o:nؚi{b�!ht�]�ytnn�v,g�yuyef[(ufn, _n�s�n\o:nxvzu0�yxn�] z�b/g�nxt�v�s�(ufn�hqfn�q�[s t n�r: matlab/simulink�w@x�{, matlab/simulinkhh�o�{�tmatlab/simulink�[���{, qq11�z, �q�[s�b: matlab���i��0�w5��svqџ�{0matlabw[&{2n�tpe�~0 z�^�~�g�tm�e�n0pek�vy_�n�vetl�]wq, �~java< �q, �e{��[ň, �r���[y, penc�b�sؚhe3z�[0,gfn�n�~v^o:y�yuo(ukettle�[bhadooppenc�n�^ n�vetlǐ z, @b g�v�c�~:wofn�[���s�x��/f�w�nlinux�d\o�|�~�vz��b:g0hqfnqqr10�z, ;n���q�[s�betlnkettle�v�w,g�i�_0kettle�[ňnm�n0kettle�[hadoop�v/ec0�^�zetl:y�o!j�w0pencl�bcnň}�0�[gꁨrgbl�etl\on0�~�^h��b/g0�n�[h��b/g, �n�skettlev^l�0ɩ�nr:s�b/g0978-7-302-58147-5 sparky��v�[b&,gfn�t�b gspark�w@x�v������, _n�s�n\o:nؚi{b�!h�vsq�� z�vyef[�s��,gfnџ(uspark���{fh�g�v8h�_�~�n�[5ufupencۏl�r�g, �ny��vb__ht�s, vq�q�[�m�v�s�x-d�^0pencr�g0penccens�tpenc�sɖs, �m�sjavaee0echarts0hadoop0hbase0spark0kafka�tzookeeperi{�b/g�p�v�~t�^(u0���[y��v_�sǐ z�v�k*n�s����ۏl��n�meq���, o���1uemeq�m�v�n��k*n�s���wƌ�q�[0,gfnd� gm�wyɖ��0�n�nx0yef[����0yef[ppt0yef['y�~i{d��n0 t�e, :n�n.^�rrf[��f}y0wf[`n,gfn-n�v�q�[, ؏�c�o�n(w�~t{�u, "kώ���sq�l0978-7-302-59029-3text data mining%chengqing zong, rui xia, jiajun zhang xvii, 351u�.,gfn�s\o:nؚ!h,g�yubxvzuۏl��vsqxvz�veq�fnm|, _n�s\o:n�n�n�vsq�b/gx�s�nxt�v�s�d��e��e,gpencc�c/f�ǐ:ghvf[`n0�6q��yt�t�cti{�vsq�b/gb�e�l, �qnxt㉌tr�g�e,g�v�q�[, �n ��[b�oo`�b�s0sq�|�s�s�tꁨrxd��i{wqso�n�r�v�oo`yt�b/g0,gfn����e,gpencc�c�vt��!j�w0�[�s�{�l�t�vsq�^(u, ;n���q�[s�b: �oo`�b�s�t�wƌ�^�g�^0�e,gz�{|0�`a�e,gr�g0�p�p�s�s0uir;sf[�e,gc�c�ty�echꁨrxd��i{0pencǒɩ978-7-5189-7738-3 v^l��y�pencc�c�s�^(ung�o=nw��pencc�c�b/g�^(u��v�_^, /fŏ��su\�v�n�sf[�y, ��y�pencc�c\o:npencc�c���w-n�vny�͑��xvz�q�[, ;n��(u�nc�c%n͑op�yvq�n�[a��vpenc�[a�0,gfn�w�n�qx[���{�vsparkɩ��|�~�s�x, �v�~'ypenc�e�npencyt�v8h�_t��n�b/g�, \�y�pencc�c�b/g0v^l��{�l�����s���{!j�w�vos�b/gۏl� g:g�~t, :n'ypencr�g�c�o�n ghe�vv^l��y��hkm�e�e�ln�[�s��_, v^\vq�^(u0ru�nu;m-n0978-7-121-41768-9�n00r1 pencr�g^{qb�[xq ؚ�\, �shqs^, w�n�_w� xii, 197u����@w�nt�q�b/g�vnf�s, penc�nu�v��^�r�_, pencĉ!j��eg���^'y, on�[pencr�g^�v�bl_n��kn�x�r0pencr�g^���zp}y�e8^�vpenc6eɩn�y/}�v�]\o, �ǐpencr�g^6r�[�ton�v�su\��r, .^�ron(w�o�p�v^:w�z�n-nb��_;n�rcg, �[�s荊��su\0�vmrnlu��hq�von-n, 'yy�]�~�{�s�npencr�g��, �w t�nt�qlq�s�yibm07�lki{on$\vq�l͑�su\�bd�pencr�g��, �w{qpencr�g�v�0pencr�g^�vr�g�~��n�^���]�~b:non�qv{�v͑���s�0pencyt978-7-111-68809-9'ypenc�[hq�b/gn�{t;n�s^tl;,gfn�s\o:n�n�nq�~�t�oo`�[hq�vsq���w�v�{t�nxt�t�b/g�nxt, �n�sؚ!h�vsqnn�v,g�yؚt^�~f[u�txvzu�v�s�d��ebye�yfn�,gfn/fn,gb�ttb\!k'ypenc�[hq�nn�nxt0xvz�nxt�t�vsqnn'yf[u�vf[`ncws0\o���t��]0n�[�v�] z�[���~��, ��~����n'ypenc�nr�^0r o��0x[�p0yt0�nbc0b` y, �v�penc��ki{t*n�s��@b�m�s�v�[hq�b/gn�{t�e�l0(wq�~�[hq�t'ypenc�[hq�e�v�s0r�v�[�ton͑ɖkne�, 0'ypenc�[hq: �b/gn�{t 0\b:n`o�_y�v�s�fn�v0978-7-115-56486-3'ypencx[�p�b/g h��^ ... [i{] w� cny159.802,gfn�v����[a�;n��:nؚi{b�!h�vf[��txvzu, pencx[�p�g�g^0�t�~��, �n�son�q萄v�vsqn�r�nxt�,gfn1uemeq�m, b\b\�meq, �n�w,g�st@wkb, �ekǐ!n0r'ypencx[�p�v�e�b/g�v�su\0,gfn�nnb�[�vt��r�g:n�w@x, �|�~0�meq0w�n�~�nr^_�e�n�|�~�tr^_.�yoq�~'ypenc0�w^'ypenc0�]n'ypenc0�qn'ypenc�tye��'ypenc; ,{13014�z:npenc_>enqq�n�t'ypenc�v�l�_?ev{ĉ�0978-7-302-58111-6 _�s�[w�x, 200u�wq g�e�ybt�]�ỳofn�['ypencl�natq���v����'ypenc�]�m�mn��nb�n�]\o�tu;m�v�e�eb�b�06q �, 'ypenc�neg�� n/f�n �b/g :nvq/un�^r�, �w�npenc�yf[�vr�e�^(u, t7h���vq�n���w�m�^��t0,gfn����n�w{qwq g'ypenc }{q�v�~t�w�nmb@b����v�vsq�wƌ�py0,gfn n�n�~����n�~'ypencytam z-n�v�b/g�v1�, �n�f:n�o͑0w�����nnpenc�yf[�vsq�v�s�s0�tf[�s&otf[, �n�o�n����bu\荆��w�vpenc`�~0:n�n�x:_�vfn�v�s��'`, �vfn�c��b__�r�v�e��, �q�[�meqem�q0�e{ameu0�v�ev^�, 'ye^m�no^����{:g�vsqnn����vf[`n�f�~s^0978-7-121-41261-5bu��;n/,gfn n�n�s\o:npencr�grf[��veq�kb�q, _n�s\o:npencr�gf[�ۏl�pencxvz�thh�or�g�v�s�cws�,gfns t10�z, r:n: ,{1�z, ���pencr�g�v�w@xt��; ,{2�z, �n�~pencnm�tpenc���s�v�wƌ�t�e�l; ,{3�z�,{9�z, ���v�n�w@x�~��r�g0y�~pencr�g0�e�^pencr�g00wtpencr�g0�vpencr�g0�e,gpencr�g�ty�zsopencr�g, s�b�k�yr�g�e�l�v�w@x�[in0r�g�e�l�t�]wqo(u0rwqso���w�v�sɖs�[(uhh�o; ,{10�z, �n-n�v>yo�su\penco:yr�g�e�l�vo(u0fn-n�c0r�v�w@xt���wƌ�� gm�wy�v(w�~�[���]wq, ��y��(u7b(wf[`n�w@xt���wƌknt�t�[��ۏl�ޏ�c, wck��0rf[�n�(u�vhe�g0�ǐ�[���]wq, (u7b�s�n�[�s978-7-5096-7934-0'ypencr�g�w@xpencm��~�e�lxvzѐg �w�'ypencn�nt�qt��n�[��nfn�,gfn�ǐ�[�s gm��~�e�l�v�ht, �c�q n*n�mt_yr�_ ��b�{�l, r r/fg'y�e�v\�fg\os�e�]^7���{�l (msmccs)0kf}y�nvq�n�{�l0kmr2igwo�{�l(w14*npencɩ nm��~�vhe�g^�8^f>f, m��~he�g��0r�seg�v0.4%-0.04%0(w'y�rpencɩ nmpmdiwoa�{�l�vr{|�qnx�sؚ�nvq�n�{�l0�vdk, �c�q�v n*n�{�l(w g978-7-111-68558-6 'ypencr�g�b/g�w@xc��w0ud,gfn�s\o:nؚi{f[!h���{:g0penc�yf[n'ypenc�b/g�s�n�]zf���vsqnn�v,g�yubxvzu�vyepg, _n�s�o�['ypencr�gatq���v�] z�b/g�nxt����s��,gfn�|�~hqb�0w���'ypencr�g�v�w,gt���t�w,g�b/g0,gfn�n'ypencrǐ z-n8^(u�v�b/g�ts^�s:n;n�~, �n�cؚf[u�v z�[�����r:n�vhۏl��q0,gfn�v;n��s�b]n�z0,{n�z�n�~'ypenc�su\�v̀of�t�vsq�vt���wƌ�t�i�_0,{�n�z�n�~'ypenc�vǒɩ, s�b'ypenc�veg�n0ǒɩ�]wq0��yt�e�li{0,{ n�z�n�~'ypencyts^�shadoop, s�bhadoop�v�su\0yr�p0so�|�~�g, hadoop(w n ts^�s�v�[ň�t�r�e�l0,{�v�z�n�~mapreduce z�e�l, s�bmapreduce�i��, _�s�]wq�v�[ň�tm�n, mapreduce978-7-111-68250-9 'ypencr�g�[(uye z �w�npython�[�su�v��, u���lq, uy4,gfn�s�n\o:npenc�yf[n'ypenc�b/g, �n�s���{:g'y{|_��'ypenc�vsq�� z�vyepg, _n�s\o:n'ypenc�ƌye��yepg�,gfnb�t���{:g'y{|17*nnn, s�b: penc�yf[n'ypenc�b/g0���{:g�yf[n�b/g0pew[�zso�b/g0�e�zso�b/g, �tpenc�e��i{nn, �n�sb�t,g�y�ƌye��, ����n'ypenc�vsq�b/gu`�i�q, s�b'ypenc0�n�]zf��0:sww��0�n���{0q�~zz���[hqi{�q�[, �nye��0�zso05ufu0q_ɖ08nbi{l�n҉�^ w'ypenc�b/g�^(u�s�r0hqfnr:n12�z, �q�[ ��b�m�v�v�[?ev{0�v�[�tl�nh�q0b��x�tcgzn�[‰�p, �s\o��v��['ypenc�b/gn�^(u�vt�0,gfnyrr��[mo: sq�lmr�l0ɖ�����c0hh�o0n�[0|q~�ht��0�v�~'ypenc�����e�b/gu`�i�q0978-7-04-055926-2'ypenc�b/g�s�^(ung���w�y,gfn�v �ƌye�� yrr�, ovq�s�n\o:n@b gnn�v,g�yuf[`n'ypenc�b/g0�w{q ���{`�~ ���r�vyepg, _n�s\o:n'ypenc�vsqnn�v�w@xyepg, �n�s^'y���{:gf[`n��v�w��(ufn�t�f[�s�fn�,gfn/f(w�e�]�ỳof n�q�vn,g�~t'ypenc�w,gt��n�^(u�b/g, |q~�ؚ!h �ƌye�� �t'ypenc nnye�� �v�(u�w 'ypenc �� zyepg0,gfn�n㉐gpenc0'ypenc�w@xt��eqkb, �c��'ypenc�^(u�vy�ob�:wof, ���'ypenc�vx[�pn�{t�]wq, 'ypencr�g�v�w,g�e�l, �n�s'ypenc�sɖsi{�vsq�wƌ0(w�q�[�[�c n, �rblso�s ��ۏeq0�_��^0��bl0͑�[�� �v�[�e, �n \ �vpenc�^(u�[�o��� 'ypenc �v�wƌfh�g�t�vsq�b/g, o�^(u�[�o/�zhqfn0978-7-121-41418-3'ypenc�b/g�g�g 8h�_�stn�^(u�[��ngzfgaw�x, 197u�, [7] u��vhr2,gfn�e�s\o:nrf[��n�'ypenc�b/g�veq�cws, _n�s\o:n gn�[�~���v�] z^�meqt�'ypenc`�~�v g�v�s��(w�n�]zf���e�n, n��/f&t�n�n'ypenc_�s, �c�c'ypenc�v�st�t�g�g�e�]b:n�k*n�] z^�v�_y�b��0,gfn�~t\o�yt^'ypenc_�s0�^(u�v�~��, �meqem�q0w���'ypenc�v�[te�wƌso�|, .^�r����n n tɖ҉~b0r'ypenc�et�v�z4x�s, wck�nnf�_�s�kfgs:n�b g'ypenc`�~v^��㉳q ybg��v�b/gn�[0,gfnnqqr:n7�z, r r/f'ypenc�vmrn�nun�^(u:wof0hadoop'ypenc�stn�g�g0'ypencu`so�|;n���n�t�stn�g�g0'ypenc_�s�[��0'ypencs^�sn�|�~ɩb0'ypencr�gnџ%�0'ypenc�{�ln:ghvf[`n0978-7-111-68618-7 'ypenc�b/geq�0rfun�[bhadoop spark flinkhq㉐g^ n�n�t'ypenc�b/grf[����, ؏�s�n.^�rё��05u�o05ufu0���n0?e�^�蕄v'ypenc�^(u�qv{�t�b/g�nxt, �n�sit�~t0cto0cioi{�_�f[`n'ypenc�b/g, v^��\o:n'ypenc�vsq�\mo�w���vye z�,gfnqq10�z, ;n��s�b'ypencu`�|�~�i��0'ypencǒɩ�b/g0'ypencx[�p�b/g0'ypencr�gyt�b/gi{�q�[, fn-n�m�v�nhadoop0hive0hbase0kafka0spark0flinki{�b/g�v�st�t�[��, vq-n͑�p�n�~�nhadoop�b/g0spark�b/g�sflink�b/g0978-7-5667-1780-1 'ypenc�b/g�[��ye z ;n�܀, yoo�, �ks^<,gfn�s\o:nؚi{b�!h�v'ypenc0�n���{0�n�]zf���s���{:g�vsqnn�vyepg�t�s�fn, _n�s\o:n'ypenc1r}y��vf[`n(ufn�t�f[�s�fn�,gfn�nhadoop:nxq�w'ypencs^�s0�npencc�c�~xq�w@x�{�l:npencyt�e�l, 1uemeq�m0�ekibu\�~�n�g�^�t n t�^(u:wof�vs^�s�r, �n�s�v�^�v�{�lytn z�^(u0,gfn�m�v�ns_mrte*nhadoopu`�|�~;nam�v'ypenc_�s�b/g0�n�s�~xq�vpencc�c�{�l�v z�[���~`n0,gfn,gfnqqr n�{18*n�[��, �q�[hqb�, �nx�s��'`:_, �n�[�d:n;n, t��:n��0978-7-111-68737-5 'ypenc�b/gn�^(u�[��ng�^fe;ncny24.80.;n��\o:npenc�yf[�vsqnnf[u�v�[��yepgo(u, _n�ss_\o�oo`{|vq�nnnnot^�~f[u�v�ƌyepgo(u�,g@w �n\��'y0�[��:nhq �vt�_, (w�]n'ypenc�v̀of n, ,gfn����npenc�v mrn�nu n�q�m0y�^, �meqem�q0w�ht�npencyt�vt*n6��k�svqxq�wfh�g, s�b'ypencǒɩ0'ypenc��yt0'ypencx[�p0'ypencr�gn�sɖsi{, t�e, ؏�n�~�n'ypenc�b/g�vxq�w�^(u0,gfn�l͑f[�y�w@x n�v�wƌso�|n�[�����r, �n�w{qf[u�vpenc`�~0 pencyt �ؚi{f[!h �yepg978-7-113-27601-0'ypenc�sɖs�[b�_�e1r;n,gfn�(u�nf[`npencr�g�veq��b1r}y��,gfn�m�v�n 'ypenc�sɖs�[�� �v;nam�q�[, �[hq cgq'ypenc�sɖs�v�[team zegۏl��n�~, wqso�n�~�n'ypenc�sɖs�w,g�i�_0�b/g�t�]wqo(u, ��~�n�~�no(uɩd�[o��n�tkq*r|�o��n�[�sq�~'ypenc���s, џ(uexcelo��nۏl�'ypenc��yt, t�e�n�~�n�v�y n t�sɖs�]wqtableau0xcelsuis0powermap�tpython(w'ypenc�sɖsǐ z�v�w,g(u�l0,gfnu��_ t��y(u �v�sr, ͑�[��, ͑�[(u; �k�z g gn�[peϑ�v`n���o����hkm0978-7-5606-6044-8 'ypencos�^!jn�{�l �s�[s^, ǐsf��w�cny25.009,gfn�s\o:nؚi{b�!ht�]�yؚt^�~,g�yubxvzu�vyepg, _n�s�o�[os�^!j�tos�{�l gtq���vxvz�nxt�t�] z�b/g�nxt�s��'ypencos�^!j�sbl�os!j�w�v�{�l����/f㉳q'ypenc��vsq.��b/g0,gfn ��b�oo`f[�yn�nxq�w�v'ypenc�, �n�~ُ�n��vos�^!j�e�l, v^�[ُ�nos!j�wۏl�r{|, r r�n�~bl�t{|os!j�w�v�{�l0,gfnqqr:nmq�z0,{n�z��~�n�~�n10*n'ypenc��vos�^!j�e�l; ,{�n�z�n�~�nbl�ُ�n!j�w@b����v�w,gpef[�wƌ; ,{ n�z�n�~�n�~'`ĉr!j�w�vbl㉹e�l: us�~b_�{�l; ,{�v�z�n�~�n^��~'`ĉr�e�l, s�b�e�~_gosn�n�~xq�{�l0�~_gos��v�~xq�{�l0�q�qpe�l0�hq@\os��vkxeq�qpe�l; ,{�n�z�n�~�ny�vhos�978-7-5203-8174-1'ypenc�tf[ �n:ghv]w�0r��ƌ�e�l�v�si� c�%f�, ��8l�~w��n^�tf[ -n�v>yo�yf[�qhr>y 'ypenc�vsq�tf[�xvz��,gfn:n�n^�tf[nfnknn�y0��@w�oo`s0pew[s z�^�v n�e�cؚ�n�s�nt�q0irt�q�t�n���{�b/gi{�vŏs�su\, �n�nu�npenc0���spenc�v���r��eg��:_, penc�vϑ n�n�ncpe�vb__��x, �nُ�y�x����r�]�~�z4x�nid\�[�_0 nfo�ydk, penc(w{|�w0�~�^0��^0�[y'`i{�eb��� g�n�z�q�v�ss, ��b/g�v�su\�so�_�[penc�v���s0x[�p0 o��0yt�v��^�tꁨrs z�^_n'y'y�x�r, ُ1\k��n penc �n�f�r�mb\�v�q�m--ss 'ypenc 0'ypenc(won0?e�^�tf[/gi{t*n���w, ���s0r�neqr�v͑ɖ, 'ypencn�]b:n ُ*n�e�ng͑���vd��n0,g978-7-03-069484-3'ypenc�wƌ��xvzς�szw�(,gfn�t�['ypencatq���v���, �n�s�tf[>yo�yf[t���]\o�0f[u0�{t�����s���wƌ��;n��xvzx[(w�nnr�s���wƌ-n�vqq'`, wqsoxvz�wƌ�v�[in0'`(�0eg�n0���_kb�k0nx���the�ri{0��@w'ypenc�e�n�veg4n, �n�n�s�n�ǐ�['ypenc�vr�g0c�ceg�s�s'ypenc-n�� t�v�wƌ, b�n�bُ�y�wƌ�y:n'ypenc�wƌ0'ypenc�wƌ���]b:ns_�n�wƌ��xvz�v͑������0,gfn�z���wƌ��ɖ҉, �n'ypenc�wƌ:nxvz�[a�, �k���|�~0�meq0wxvz�n'ypenc�wƌ�v�w,gyr�_0�[�sag�n0�[�s:gt0�[�s�e�l0nx���t�[���^(ui{qq'`�, �n ��^�gnwy�w�n'ypenc�wƌ�vhq�e�wƌ��so�|0978-7-121-41415-2'ypenc�ltn g�rrџ-^;n'ypenc�ltnfncny32.80.,gfn�s\o:nt�~?e�^on0�vso�n�n'ypenc�lt�]\o�vsq�nxt�v��,g, _n�s\o:nb�!h'ypenc�� z�vyepg�hqfnr:n]n�z, 'ypenc�w@x, 'ypenc�ltn'ypenc g�r, 'ypenc�lt�]\o:g6r, 'ypenc�lt�s�rr�g�td��n�v�p, 'ypenc�ltnn���r, 'ypenc g�rnn���r, nsos'ypencs^�s, nsos'ypencs^�s :sww��, nsos'ypencs^�s�^(u:wof�sxq�whh�o, hqb��n�~�n'ypenc�vsq�nn�nxt@b��v�w,g�wƌ0nn���r, v^�~�q�nwqsohh�o0978-7-302-57241-1'ypenczf��r�g power bi��u��~s� ... [i{] ;n�,gfn�m�v�n��y�e��/f(wt�� n؏/f(w�[��-n��^�8^ g���v݋��0fn-n���n�n�s ^j�^y݋ o�-ng�esq�nꁨr:ghv�v`�`, v^(wgtn�z-n�����nsq�n*geg�v���, �n{|�t:ghv�n�s����t(wnw�< r ��qss���vuir, ۏeq���n{|;nin�v�e�n0 t�e, ,gfnۏnek�c���n�n�]zf���v�i�_�n�s�[(w:ghv�n���w-n�vh��s0fn-n�n�~�ns�b�c6r�_0�[*�0o��n0y:ghv�n�|�~0�so:ghv�n0>yo҉r�-n�v:ghv�n�n�s:ghv�n-n�v�n�]aƌ, ؏����n�q*n�[�l�v;n��, �y�n�]zf��t��n�^(u0�b�ns0s��n�`�x0\�_tf[�t�rirl�:nt��ibu\0r:ghv�n�vt���n�s*geg�v�n�]978-7-121-41939-3�w�n�sr�ct�v�m�^�i�sub!j�wxvzh��n^tw�g,gfn�s:n�n�n�n�]zf���^(u�w@x0:ghvf[`n0�m�^f[`ni{xvz�v�yf[xvz�nxt�t�] z�b/g�nxt�c�o�s�, _n�s\o:n�vsqf[�yؚt^�~,g�yu0xvzu�vf[`n�s�fn�,gfn�q�[;n���onc\o�xvz�v��s�v�qyxvz�(w�m�^�i�sub!j�w�vxvzۏu\, �[�i�sub!j�w�sr�ct�e�lۏl��|�~�~��, �v�~�m�^�i�sub!j�w(wz�{|0^��vcwf[`n0y!j`ub0js�vcwf[`ni{�eb��v�e�r`, �|�~�n�~(w�sr�m�^z�{|!j�w0�mt�sr�x!j�w0��ؚ�e-yy��m�^ub!j�w0�w�ny!j`ub!j�w�vjs�vcwf[`n!j�wi{�eb��vxvz�]\o0gt, 9hnc\o��gxvz�~��, �[�m�^�i�sub!j�w�v�su\���rۏl��n�{���n�~�t;`�~0,gfn�q�[hqb�, �i�_npf, �c�[%n�[, �ng:n����c�on*nɩ!j�w0�{�l����0�[���e�l:nnso�v�wƌso�|0 �n�]zf�� �ؚi{f[!h �yepg978-7-5221-1322-7�w�n�n�]zf���v�wƌ�v1��b/gxvz�o� z, _tns, m_�nޘw�978-7-5221-1365-4�w�n�n�]zf���{�l�vxvzn�^(u �o� z, u��[, _�[��w�cny65.00$,gfn�s�o�n�]zf���{�l�vsq���w�nn��n�s�[�n�]zf���{�latq���v�������s���{�l/f�n�]zf���b/g�v8h�_0,gfn�n�~�n�n�]zf���v�w@x�{�l, hqfn;n���n�~�^�l0ݍ�y�^ϑ�{�l0kgwyo"��[�e݄wm0�n�]zf���yuok����n{|ۏsi{�n�z�q�[; n�{:n�e�su\n�e�`a�, s�bbn�s�w�yuoqqr-n�vpew[�~nm,{�v�g, �e�w�^�yuo�c�r-n�v�~978-7-301-32382-3�n�]���w�|�~�[��a primer (�) 4b�~�_�qw�365u�o,gfnhqb��n�~�n�n�]���w�|�~�v����n�^�z�`�q, s�b�n{|���w�~�g�vxvz�tgp��0�n�]���w�|�~�����v�wb\;���0�n�]���w�|�~������[�|�~,g���vq_�ti{ g�� ��m;r�v�0978-7-111-68435-0 ���{agent�w@x(�r) 'yks�l. nf\, ?�pq�k. ��kq�l�ew� cny149.00xv, 499u�,,gfn�t\o:nؚi{b�!h���{:g�yf[i{�vsqnn�v�n�]zf��eq�yepg, _n�t勆��w�v�b/g�nxt�s��,gfn/f�n�]zf�����w�v�~xqfnm|, �ehrzp�nhqb��o��, �x�r�nsq�n:ghvf[`n�v�q�[, v^�f�e�n�nx:y�o�t�~`n0,gfn;n������zf��so (agent) �v�w,g�i�_�tso�|�~�g, �n���{�v҉�^�n�~�vsq�vĉr0f[`n0�ct0osfu0�n�n:g6ri{t��, �w�n�;n�'�:ghv�n0ʋ�e�rkb0zf�����[�|�~�t�nfzf��so�v*n�s�w�^(u, (wn*nޏ/��vfh�g nxvzzf��so�v����0�g�^�t�[�s, v^�nas*n�~�^�q�����zz���v ybg'`0978-7-121-41482-4�s�x t;n�e�]�y�^��cny59.80x, 301u�$,gfn�s\o:nؚi{b�!h�oo`{|i{nn�vyepg, _n�s�o�vsqnn���w�v�y�b�nxto(u�,gfn/fnf�ؚi{ye�� asn�n �v�[�~ĉryepg, �|�~�n�~�n�n�]zf���v�w,g�st�t�vsq�v�^(u���w0hqfnqq10�z, s�b: �~��0�wƌh����e�l0�bl㉹e�l0�w,g�ct�b/g0 n�|nx�ct0prolog��0n�[�|�~0:ghvf[`n0�n�]^y�~q�~�t�n�]zf��8nb0,gfn�q�[0n�[0agtnzi, t�z��m� g�o��, v^�~�q�n�vs_peϑ�v`n��, �n.^�r���t㉌t�c�c,gfn�v�q�[0978-7-115-54092-8t�n� ... [i{] w�!,gfn�e�t\o:nؚi{b�!h�n�]zf���� z�vyepg, _n�t���{:g1r}y�����,gfn�n�n�]zf���v�w,g�[in�q�s, 1uemeq�m0w����n�n�]zf���vt��0v{eu0xvz�e�l�t�^(u���w, �n�ht�wƌ ��~�t���p�v�e_, ��~�n�~�n�wƌh�:y0;����ct�s�e�l0^�nx�['`�ct�s�e�l0d"}v{eu0:ghvf[`ni{�eb��v�q�[0\o:n�[��fnm|, ,gfn�i�_����nzi, �q�[0n�[, ��of�a, (w��:nhqb��n�~�n�]zf���v�w@x n�[n�n o�~�q�[ۏl��n�s �0:n�n�����ۏnekf[`n�v���, d�,{1�zkny, �k�zgtn*n\����m� ghh�or�g, �o�n���(w@bf[�wƌ�v�w@x n�a�_�yuoџ(u�wƌ0978-7-115-56043-8 ng�, ğ�n, ���ej�;n �n�]zf���b/g�|ryepgc,gfn�e�s\o:nؚ!h'ypencnn0�n���{nn0�n�]zf���b/gnn0�oo`�{tnn0���{:gq�~nn�vyepg, �s�s\o:n�n�]zf��n'ypenc1r}y��v�s�fn�,gfn;n�������n�]zf���v�w@x�wƌn�w@xt��, v^�ǐ'yϑ�v�n�]zf���^(u.^�r����_��n㉺n�]zf���vsq�b/g0,gfnqq10�z, r r:n�n�]zf���i��0�n�]zf���w@x�wƌ0:ghvf[`n0�m�^f[`n0���{:gɖɉ0�6q��yt0�wƌ�v1�0�n�]zf���b/g�^(u:wof0zf��:ghv�n�t�n�]zf���vcbn*geg0,gfn�q�[0n�[, ����~�, �l͑�b/g�su\�ss0978-7-301-32305-2;nng�n�~cny39.00t,gfn�s�n\o:nؚi{b�!h�n�]zf��0zf���yf[n�b/g0���{:g�yf[n�b/g0:ghv�n�] zi{�vsqnn,g�yu�txvzu�v�n�]zf���[��yepg, _n�s�n�o�n�n�n�]zf��xvzn�^(u�v�y�b�nxt�s�o(u�,gfn�nt'`zf��;nso�v҉�^�[�n�]zf�����w@b�m�s�vxvz�q�[, �n�s���[txvz�q�[@bǒ�s�v㉳q�e�lۏl��n�n�~, ����ns_mr�n�]zf���vxvz�p�p, s�b�n�]zf��nzf��so0zf��:ghv�n�t�nt�qzf��i{, �c���n{|�zf��, u\g�n�]zf���v�su\0 ^g�ǐf[`nof[u�n㉺n�]zf�����w-n;n���m�s�v��n�s�n�]zf���v�[�s��_�tǒ(u�v㉳q�e�l, �c�c�vmr�n�]zf�����w�v;namxvz�et0978-7-302-58350-9 l�gdw, h� f;nd,gfn�s\o:nnf�ؚ!htnn�n�]zf���ƌ�� zyepg, ؏�s\o:n�n�n�6q�yf[0>yo�yf[�n�s�n�]zf���n�sf[�yxvz�v�yx�nxt0f[��s1r}y��v�s�(ufn�hqfnqq13�z, ,{1�z�n�~�n�]zf���v�w,g�i�_0�su\�{�s, v^@w͑�n�~�n�n�]zf���v;n��xvz�q�[nt�y�^(u, �n_�����vɖα, _�[���ۏeq�n�]zf��t*nxvz���w; ,{2-6�z����n�]zf���v�w,g�st�t�b/g�w@x, ͑�p�����wƌ�v1�0�6q��yt0zf����0���{:gɖɉ0:ghvf[`n�t^y�~q�~i{sq.��(u�b/g, :nt�~�z���n�~l�n�^(uzp�wƌ�py�t�b/g���w; ,{7-12�z�n�~�n�]zf���vmr(wl�n-n�v�^(u, s�bzf���n�0zf��fu�r0zf���s�l0zf��ye��0zf��;s�u0vq�nl�nzf���^(ui{6*n!jww, ����s�nnn��� ��bvq-n�q*nl�n�^(u978-7-5170-9609-2;n _��, _�, _ o��f,gfn/f�n�]zf��f[�y�v ���w@x eq蕧~yepg, �s�n\o:nؚi{b�!h�n�]zf��0���{:g�yf[n�b/g0'ypenc0o��n�] zi{�vsqnnf[u�vyepg�t�s�fn, _n�s�n\o:n�n�]zf��1r}y��s�vsqxvz�nxt0o�nnusmo�nxt�v͑���s�d��e�,gfnqqr12�z: ,{1�z����n�]zf���v�[in0�su\�s, v^u\gvq�su\���r; ,{2-4�z/f�n�]zf��f[�y�vt���w@x, r r�n�~�wƌ�vh�:ynt㉹e�l0a�wnޏ�c�n�s$r�en�c6r�e�l; ,{5-10�z�n�n�]zf���v�^(u���w�q�s, ;n�����q�~zz���[hq0���{:gɖɉ0��0:ghv�n0�6q��yt0�e�n~�v�i{�eb��v�^(u�b/g�s�e�l; ,{11-12�zr r�nl�nɖ҉, �nhh�or�g�vb__��~�n�~�n�]zf��(w5up[fu�rl�n�t;s�ul�n�vwqso�^(u0978-7-5612-7766-9 ѐo, ؚ�s�u, h�o�;ncny39.80�hqfnqqras�z, ,{n�z�n�~�n�]zf���v�w,g�i�_; ,{�n�z�n�~�n�]zf���v;nam z��python; ,{ n�z�n�~pencr�g�vam z�s�[�s�ehh; ,{�v�z�n�~:ghvf[`n�spef[�^!j�v�e�l; ,{�n�z�n�~�wƌ�s�snpencc�c�v�vsq�wƌ; ,{mq�z�{���n�~�6q��yt�v�vsq�wƌ�s��ƌ rُn͑���^(u; ,{n�z�n�~:ghvɖɉ�svq-n�vsq.�ek���v�pyt; ,{kq�z�n�~�]n:ghv�n�svq�^(uhh�o; ,{]n�z�n�~ꁨr�[_џ��f�agv�v�i�_�s�^(u; ,{as�z�n�~s_ n�k��kp�p�vzf��6r ��v�vsq�i�_0978-7-5667-2142-6;n� mzy< , ѐ�nn, h��nz5,gfn�s\o:nؚi{b�!h���{:g{|0ꁨrs{|05up[{|i{�vsqnn�vyepgbyef[�s�fn, _n�s�o�vsqnn�b/g�nxt�s�o(unhqfnqqr:n7�z, s�b�n�]zf���i��0nx�['`�wƌ�|�~n nnx�['`�wƌ�|�~0zf��d"}�b/g, �[�n�]zf���v�^(u0�n�]zf���vvq�n���w�t�oۏ�n�]zf���su\�v�vsq�w@x�i�_0978-7-5760-1277-4 �~ nwm^ye���yxtocny55.00341u�3�e�s\o:nؚi{f[!h^����{:gnn�n�]zf���ƌ�� z�vyef[(ufn, _n�s\o:n�[�n�]zf���b/gatq���nxt�v�f[�s�fn5,gfnqqrmq�z, �q�[s�b�n�]zf���i��0�n�]zf��so��0�n�]zf�� z�w@x0�n�]zf��pencyt0:ghvf[`n�m�^f[`n0978-7-115-55845-9 ns:nict�����|rnfn ,gfn�e�t\o:nؚi{b�!h�n�]zf���� z�vyepg�tns:n�����ջ�s�fn, _n�t���{:g1r}y�����,gfn�v;n���v�v/f������n㉺n�]zf��xvz�t�su\�v�w,gn��^, �[�n�]zf�� gn*n�w,g�v��ƌ, �ws��vmr�n�]zf��xvz-n�vn�n�p�p, �c�c�n�]zf��xvz�t�^(u-n�vn�n�w,g�v0nfm��v�st�t�e�l0,gfn�i�_���nzi, �q�[0n�[��[, ����of�a, (w��:nhqb�0w�n�~�n�]zf��ۏu\�vmr�c n�[n�n o�~�q�[ۏl��n�s �0fn-n��~�n�~�n�n�]zf��0:ghvf[`n0�m�^f[`ni{�i�_, �n�s�m�^f[`n_�sfh�g0ns:nal_�sfh�gmindspore0ns:nallas�n�]zf�����{㉳q�ehh0ns:nzf���~�zal���r_>es^�s�tns:n�nonzf���^(us^�si{�eb��v�q�[0978-7-121-40909-7;nh�nsؚi{f[!h�n�]zf��nnĉryepgxv, 294u�&,gfn�s\o:nt�]�~�{i{nn,g�yuf[`n�n�]zf���v�w@xyepg, _n�s�o�y�b�]\o��s��,gfn�ǐ�ht�n�]zf���m�s�v�vsqpef[t��, v^�ǐpython�[�s�vsqhh�o, o�ba��vt��wqsos, �n ��r�m����[pef[�va'`��ƌ, �cؚ����[pef[t���vt����r0,gfn��hq�n�~�n�n�]zf��@b��v�w@xpef[t��, 6qt9hncpef[�q�[�v;���z��^, �n�_�yr0�~'`�npe0�i�s��0pet�~��:n�w@x, �[�qpe<�я0gost��0�oo`��0�v��ۏl��n�meq�n�~, t�e�~�q�n�[�n(w�n�]zf���{�l-n�v�[��hh�o0�sy, �fn\mq9��c�om�wyppt0�[���s�^(uhh�oi{�w,gyef[pg�e0978-7-5618-6989-5 �n�]zf���|�~s^�s�[�e�fiq�oo`�nn���n gp�lq�s, )y%m�nwmŏ~��y�bɩ�v gp�lq�sw�cny59.00�,gfn�n�n�]zf���|�~s^�s�s�x�r:n;n�~��㉆n�n�]zf���v�i�_�n�s�n�]zf��s^�s�s�x�v�r, ;n���m�slinux�|�~�[ň0gpu�s�xm�n0python�s�xm�n0�n�]zf���w@x�i�_0hadoop�s�x�r0penc�^�r0docker�r0ɩ��v�r�t�~�bi{�wƌ0hqfn�wƌ�p�v���1uemeq�m, o�knmo������� g@b6e��, _n�oc�nte,gfn�v�wƌ�m�^0,gfn;n���m�skq*ny��v, ss�w@x�s�x-d�^0�n�]zf��s^�s�wƌ�w@x0r^_���{�st�shadoop�r0penc�^�w@x�wƌ0�[hv�wƌ�w@x0�[hv�{t�]wq�skubernetes�r0�n�]zf��s^�s�[�e978-7-302-57807-9 �n�]zf�������qye z;nuo��ؚ!hn�(u��� (esp)�|ryepg3,gfn�e�s\o:nؚ!h���{:g0:ghv�ni{�vsqnnf[u�vnn��yepg, _n�s�o^'y�y�b�nxt�t�y�b��1r}y���s��,gfnqqkq*nuscq, �z���n�]zf���b/g�vmr�l�r`, �nnn҉�^�[�n�]zf���v�su\�i�q0��tn�^(u�n�s*gegmrofi{�q�[ۏl��n�~0,gyepg�nw�['`:n�sr, �(unn'`:_0�ehe'`ؚ�v��� }pg, �r�rf[u�vnnf[`n; uscq�~�gb\!knpf, ;n��1u����e0�q\o�b�]0�ы�b�]�t��y�bu\�v*ngww�gb, �e(w�b�[f[u�v�wƌb�v^�cؚ�n�n�v�y�b�틔^(u���r; ��t�~`nb__y7h, ���[�w@x�v���b��u\_���~, ���['`�t�[(u'`:_0978-7-302-57806-2 �n�]zf�����w@xye z;n _�ki`ؚ!hn�(u��� (esp) �|ryepg0,gyepg�e�s\o:nؚ!h�n�]zf���vsqnnf[u�v ��o��yepg, _n�s�o^'y�y�b�nxt�t�y�b��1r}y�����s��,gyepgqqn*nuscq, �v�~�n�]zf���v�nu�t�su\u\_�n�~, �m�v�n�]zf���v̀of�t\o(u0�[in�t�r��0yr�_0r{|0�^(u�t�su\0*geg�vmrofi{�eb��q�[0,gyepguscq�~�g����tt, �k*nuscq1u����e�z0����b�]0o���b�]�t�es�l���v*ngww�gb, �ǐ,{nkb�v���pg�eeg�r�rf[u�vnnf[`n; ��t�~`nb__y7h, ���[�0��0�q0ыty��b��u\_���~, �e(w.^�rf[u�c�cnb�[�v���b��0978-7-121-41681-1;n��\�l, h��eu, �s܀�\x, 309u� �n�]zf��nn�vsq�nxt�,gfn��hq�n�n�]zf���v�[in��w�, 1\�n�]zf���v�eg�s�s0`�~�tzf���v�q�m0�ecst^�n�]zf���v�su\ۏl��n�{������0,{�n�r��~�����n�n�]zf��-n�v�wƌh�:y0:ghvf[`n0^y�~q�~n�m�^f[`n0zf����b/g0���{:gɖɉ0�6q��yt�t�wƌ�v1��b/gi{�w@x�wƌ, v^�ǐ�n�]zf��(w;s�u0�n�0u;m0ё��0��.u0�[2�-n�v�~xq�vb�r�^(uhh�o������f}y�v�n㉺n�]zf���b/g�v�su\�tb�nu;m�vsqr�^0gt�[�n�]zf���v*gegۏl��nu\g, �c�q�n�]zf��̀of�e�n n'yf[u1\n�trnmrof�t:gg�, .^�r'yf[u�^�[�n�]zf��̀of n�vl�nĉr0b_bn*n��t��978-7-313-24957-9�n�]zf��n�nyo�eb�, ��:y@w�y�bn�~nm0>yo0u;m��t�v*gegofa�0�meq�n㉺n�]zf���v�^(u�`�q, �qnxċ0ovq�[>yos��_�nyo�nyo�r978-7-111-68543-2�e�n�|�~�w@xns'yf[�oo`�yf[n�] zf[b��~nf�ؚi{ye���]nzf��nn�|ryepgcny89.90'�e�s\o:nؚi{f[!h�]n�n�]zf���� z�vyepg, _n�s\o:n�e�n�|�~_�s�nxt�v�b/g�s�fn�,gfn/f�n�n�e�n�|�~�;n0zf���c6r�vsq�]\o�veq�yepg0��nn,��e�n�|�~�v�wƌeqkb, r�n�n(w_�s�[e��e�n~�v��|�~-n�y/}�v�~��0,gfnqq8�z, ,{1�z�n�~�e�n�|�~�v�i�_0ain0xvz�s�r�t�su\���r; ,{2�z�����r`�s�x n�e�n�|�~�v�;n�c6r�g�g; ,{3�z�~�q�w�n:ghv�n�d\o�|�~ros�v z�^�����e�l; ,{4�z�����e�n~�v�pencǒɩ�|�~; ,{5�z�~�^�e�n~�v��[mo�|�~; ,{6�z_�s�e< �n~�v��s�xa�w�|�~; ,{7�zx6r�e�n~�v�ĉr�qv{�|�~; ,{8�z�g�^�e�n~�v�gbl��c6r�|�~0�e�nyos_-n0b�n���ws��e�n~�v�}lf�0ꁨrsu�n�~�tj�)y:ghv�n, fo���yuonx�o`o�vn�r��y�ǐ�n�]zf���v.^�r���_c�~�su\? eu�fn\o�[�tbeu'y^/o�~�_�l�\(wُ̑@bu\:y�v�n�]zf��^�8^�(u�n`o�vn�r, t�e�n؏�=\��㉆n�yuo����nwy�n�]zf��beu, �n�o��onn�r!j_�vb�rl��w0978-7-5763-0020-8zf��_�nlx�n�w@x ؚ�z, pq te�;ncny92.00�,gfn�s\o:nؚ!h5up[�oo`{|0pew[�zso�b/gi{�b/gnn zf��_�nlx�n  oahv  5up[�|�~����  r�ern i{�� z�v�s�yepg, _n�s�n\o:nzf���n�n����0�]n����0pew[�zsoz�/gi{��_� nkblx�n�vnn�v�s�yepg, ؏�s�n\o:nr�[�szf��lx�n1r}y�0�n�nirt�q0r�e_�s�t����nn�nxt�v�s�(ufn�hqfnr�v�{, r r:n5u�r�g�w@x�{0pew[5u��{0!j�b5u��{0zf��a�w�{; �m�v14�z, �q�[s�b5u�r�g�w@x0ck&_3z`5u�0n6�5u�0pew[;����w@x0�~t;���5u�0��shv0�e�^;���5u�0>e'y5u�0!j�bɩb5u�i{_�s_�nlx�n@b��v5u��w@xt���wƌ, t�e�narduino_�ns^�s:n�o, �n�~�n���x�l oahv0kb�r oahvi{8^(u oahv�v�st�s�^(u, (w�wݍ�y�e�~��o�b/g�r͑�p�n�~�n݄yr�b/g�svq�^(u:y�o, gt:n�~t_�s�[��hh�o0978-7-111-67994-3 zf���yf[n�b/g�[��;n1g�scny53.80c,gfn n�n�s\o:nzf���yf[n�b/g�vsqnn�veq��� zyepg, _n�s\o:n�[vq�nnn'yf[uۏl�zf���yf[n�b/g�ƌye���vyepg, ؏�s\o:n�b/g�nxtf[`nzf���yf[n�b/g�vsq�wƌ�v�s�(ufn, �n�szf���yf[n�b/g�v�ynffnm|�,gfn(w���zf���yf[n�b/g�vsq�i�_�v�w@x nr�6qzf��n�n�]zf��$nag;n�~u\_, qqr]n�z: ,{1�z �~��; ,{2�z ���w�yf[�svq�^(u; ,{3�z :ghva�w�svq�^(u; ,{4�z !j_ƌ r�svq�^(u; ,{5�z :ghvf[`n�svq�^(u; ,{6�z :ghv�n�svq�^(u; ,{7�z �6q��yt�svq�^(u; ,{8�z 'ypenczf���svq�^(u; ,{9�z zf���|�~n�su\mr�w0zf���b/g978-7-302-58465-0zf���{�l�[��\c�ns ... [i{] w�cny75.00r,gfn�s�n:n���{:g�yf[0�oo`�yf[0�n�]zf��ꁨrs�b/gi{���w�n�n�6q���{0:ghvf[`n0�v�pytxvz�v�vsqnn�b/g�nxt�c�o�s�, _n�s�n\o:n�vsqnnxvzu�tؚt^�~,g�yuyepg�,gfn�[zf���{�l�vmr�l���wۏl��n��~����, ;n���q�[s�bw� o�{�l0mq�u�{�l0memetic�{�l0�|p[��{�l0����{�l0�r��{�l0�n�]���{�l0�~̃ʼnߘos�{�l0r^0o���{�l0�]rۏs�{�l0!j�b�kp�{�l0*��_�{�l0��n�{�l0�y�_d"}�{�l0ϑp[�{�l0g\�nxn�l0a.�{�l0^y�~q�~�{�l0�m�^f[`n�{�l0:_sf[`n�s�mtzf���{�l0978-7-5221-1119-3 zf���oo`yt�b/gn�^(uxvz �y�o �, ngsf�qw�cny62.00[,gfn�s�oꁨrs0���{:g�^(u0�n�]zf��0�v�pytn!j_ƌ r0zf���c6rn�oo`yt05up[�] z0:g�h�] z0�|�~�] zi{nnxvzubؚt^�~,g�yu�s�, _n�s�o gsq�] z�b/g�nxt�t�yf[xvz�]\o��s�],gfn�n�oo`�yf[�v҉�^�q�s, �|�~0w�n�~�nzf���oo`yt�v�w@xt���st�y�e�vyt�b/g, �m�s�vmr�v�qyzf���oo`yt�vxvzb�g, �spg�e��, �q�[0n�[, �l͑t��n�[���v�~t, �����meqem�q0978-7-302-57909-0�_�s^y�~q�~ (rnn) �m�^f[`nhh�ong8lns, �f�[�\, ng�~ow� xii, 375u�5,gfn�n�tpython z1r}y�, �n�s\o:nؚi{b�!hyepg, ؏�s\o:n�n�nzf���^(ur�e_�snn�nxt�v�s�fn�,gfn�n�n�]zf���su\:n�e�ǹof, �ǐ20*nhh�o, �^(u:ghvf[`n!j�w�t�{�l, :n�] z�b/g�nxt�c�o��:n��~�v�[b�ehh, �n�o�m�^f[`n0(w�c�e_ n, hqfn�o͑�[r�ey��v�vǐ zۏl��n�~0r r�nteso����0�|�~am z0�[�s!jwwi{҉�^����pencyt0!j�w���~�s!j�w�^(u, v^vr�g!jww�v�r��0o(u�t z�^�nx0:n�o�n���ؚhef[`n, �_��c�c�n�]zf��_�s�e�l, ,gfnm�wy�c�oy��v�����] z�ech0 z�^�nx0�[�sǐ z-n�q�s�v�, v^�~�n㉳q�e�l, �s�o���>nn�s n, �n!k_�s0978-7-5641-9454-3.deep learning for coders with fastai & pytorchq_pshrjeremy howard, sylvain guggerw� cny169.00 xxii, 594u�p,gfn\o�jeremy howard�tsylvain gugger/ffastai�vr�^�, �n�nt`ou\:y�n�yuoo(ufastai�tpytorch(wt�y�n�r n���~n*n!j�w0`o؏\�ek�meq�n��m�^f[`nt��, �n�oeqrt�u^t�v�{�l0978-7-5606-6054-7machine learninga comprehensive foundation  _�q�, hg)r�w�cny37.00,,gfn�s\o:n���{:g�yf[0ꁨrs05up[�] z0��oi{nn�v'yf[u0,g�yu0xvzu�tzs�xu�vyepg�ُ,gfn�v͑�p/f:ghvf[`n�v�w@x�wƌ, �[�v�e�l��0t��0�{�l�tċ0o, ޏ tn�n�tf[`�kn���v�k��:ghvf[`n�t�n{|f[`n�v:ghvzf��0,gfn�v�~�g�y n: _� (,{n�z)0ċ0o (,{�n�z)0�vcw_f[`n (,{ n0�v0�n�z)0^��vcw_f[`n (,{mq�z)0h��_f[`n (,{n�z)0�r� (,{kq�z)0ɩbf[`n (,{]n�z)0�m�^f[`n (,{as�z)0�^(u (,{asn�z) �tcb (,{as�n�z)0978-7-5641-9554-0 machine learning design patterns2valliappa lakshmanan, sara robinson, michael munnw� cny132.00 xiv, 390u�:ghvf[`n�����nxt�,gfn-n�v����!j_���[:ghvf[`n-n�s y�q�s�v��~�qgso�[���t㉳q�ehh0\o�:neg�7�lk�v nmo�] z^, �n�ntet�n�]���[�v�e�l, .^�rpenc�yf[�[㉳qte*n:ghvf[`nǐ z-n�v8^���0ُ�n����!j_\pe~vmon�[�v�~���~b�v�c0f�a�v�^��0(wُ,gfn-n, `oo~b0rsq�npenc�t�h�:y0�d\os0�s͑ y'`0�s y�s'`0up;m'`0�s�ʑ'`�tlqs^'`�v30�y!j_�v��~�ʑ0�k*n!j_s�b�[��v�c��0t�y�s���v㉳q�ehh, �n�s���[`o�v�`�q ��bgso�b/g�v�^��0978-7-115-56015-5 python�m�^f[`n�[b �w�npytorch python_�s�|rnfn�,gfn�n�m�^f[`nfh�gpytorch:n�w@x, �n�~:ghvf[`n�v�w@x�wƌn8^(u�e�l, hqb��~�0w�c�o�n�w,g:ghvf[`n�d\o�v�st�t(w�m�^f[`nfh�g n�v�[��ek��0hqfnqq16�z, ;n��r r�n�~�n�m�^f[`n�w@x�wƌ0�m�^f[`nfh�g�svq�[�k, :ghvf[`n�w@x�wƌ, �m�^f[`nfh�g�w@x, logistic�vr_, yb\a�whv, ���{:gɖɉ, �6q��yt�n�s8*n�[bhh�o0,gfn\t��n�[��'}�[�~t, �v�o��:n����c�o g�v�vf[`nc�[0978-7-122-38888-9 cny128.00-,gfn�t:ghvf[`n�tpencc�cnn�nxt�t�n�]zf��1r}y����, _n�s\o:nؚi{b�!h�n�]zf��nnyepg�,gfn;n���q�[s�bnf�g\�nxn�l�vr_0�\�vr_0lasso�vr_09_'`q�~�vr_0ck�n9sm���*��vr_0��s�e�vr_0^in�~'`�vr_0��:g�h�^ nm��vr_0���r;e�q�vr_0���h�vr_0yy�_�vr_0/ectϑ:g�vr_08h�\�vr_0gя���vr_0ؚ�eǐ z�vr_0�qv{h0^y�~q�~!j�w0�o�^�vr_0�\r{|0;����vr_r{|0��:g�h�^ nm�r{|0a�w:g0���r;e�qr{|0/ectϑ:gr{|0gя��r{|0ؚ�eǐ zr{|04g }��s�e!j�w0�qv{hr{|�t^y�~q�~r{|0�e�vcwf[`n0js�vcwf[`ni{0hqfn�~twqso�[�o�t�vh���~���, ����o, f�nf[`n0978-7-03-069006-7js�vcwf[`n%(�l) ey)r_�yio\, (�_) �i`�t�_� �\�ynf y, �n�sq\'y�p�i`w� cny248.00x, 462u�',gfn�s\o:n:ghvf[`nnnؚt^�~,g�yu0xvzu�s�fn, _n�s�o�vsq���wxvz�nxt���o,gfn/f�ve�f[/glu����js�vcwf[`nt��n�e�lg:n��~0�q�[g:n0n�[�vn�w�\o0fn-n, peasmoxvz�nxt1\js�vcwf[`n�vt*n�eb����vqxvzb�g, wqsos tub_!j�w0no�[�^rrr0�w�n�v�v�e�l0h�:y�v�sbc0js�vcwf[`n�[��0ɖ҉mq�r0978-7-115-56400-9:ghvf[`nhh�o�[bu�ksnw�",gfn�s\o:n�n�n:ghvf[`n�t�m�^f[`n�]\o�v�vsqxvz�nxt�t�b/g�nxt�v�s�fn�:ghvf[`n�]�~^�l0w�^(u�ntl�tn, �m�^f[`n�vtqw��q!k�c�r�n�n�]zf���v�pno0,gfn�~ty��v�[��, ��hq�����n;nam:ghvf[`ns^�s�v;n��yr�p�n�s:ghvf[`n�v�[b���p0(wdk�w@x n, )r(u;nam�v:ghvf[`n_�ns^�stensorflow0openvino0paddlepaddlei{, �ǐ17*n�[bhh�o, ��~0wr�g�n�qv{h0��:g�h�g0/ectϑ:g0;����vr_0��s�eq�~0z�{|0ws�y^y�~q�~0�_�s^y�~q�~0ub�[�bq�~i{:ghvf[`n�t�m�^f[`n�{�l(wё��0��.u0}lf�< 05u�r0�n�0ye��i{xq�w���w�v�^(u0978-7-111-68511-1bs�[fw�m,gfn�s\o:nؚi{b�!h5up[�oo`�] z0^�d5uɖ�] z0zf���yf[n�b/g0ꁨrs0���{:g�yf[n�b/g0penc�yf[n'ypenc�b/g0irt�q�] zi{�vsqnn,g�yu�vyepgbyef[�s�fn�hqfnqqr9�z, ;n���n�~�~'`�vr_0logistic�vr_0softmax�vr_0k-я���l�tk-dh0/ectϑ:g0��s�er{|hvn��s�eq�~0�qv{h0adaboost�{�l0�h�^�cgs�qv{h (gbdt)0��:g�h�g�t�g�z��:gh0k-means�{�l0birch�{�l0dbscan�{�l0optics�{�l0ws�y^y�~q�~0�_�s^y�~q�~0ub_�[�bq�~0978-7-115-56281-4 ��w ... [i{] w�16, 240u�5,gfn�s�n\o:nt'yb�!h�n�]zf���vsqnn�vyepg, _n�s�n\o:n�w��:g�g�vyepg, ؏�t�n�]zf���b/g1r}y��f[o(u�яt^eg�n�]zf���b/g��r�su\, �n�]zf��ck(w9e�sb�n�vu;m0:n�n�����(w n����c�c*yypef[�t���{:g�yf[�wƌ�v�`�q n, ��y�_� nkb, o(upython���[�s8^(u�v:ghvf[`n�{�l, v^㉳qn�n�[e��v�, b�nv{rv^�qhr,gfn0,gfnqq14�z, �q�[�m�v�w,g�v:ghvf[`n�i�_�t�s�x-d�^, �vmrt*n���w-n�v�p蕗{�l, �n�spenc��yt0!j�wċ0o�t�e,gpencr�gi{0 ^g,gfn�s�n�����{�~geq�, (w�rkb�[���vǐ z-n~b0rpn��0978-7-113-27842-7:ghvf[`n_�s�e�l0�]wq�s�^(uxo�_~g;n307u�k,gfn�t\o:nؚi{b�!h�n�]zf��nn, ���{:gnn, zf��:ghv�nnn, zf����grnn�svq�nzf���vsqnn�� zyepg, _n�s\o:n�n�]zf���^(u0_�s�nxt�v�s�(ufn�fn�n�~:ghvf[`n_�s�e�l, �]wq�s�^(u�vsq�wƌ, hqfn1u6�z�~b, ,{1�z;n���n�~:ghvf[`n�v�w,g�i�_0r{|i{; ,{2�z;n���n�~:ghvf[`n_�s�g�g0_�sek��; ,{3�z-,{5�z;n���n�~:ghvf[`n�v_�s�]wq, s�bpython0numpy0pandas0scikit-learn0tensorflow; ,{6�z;n���n�~:ghvf[`n�vsq�v10*n�[��, s�b�~'`�vr_0�qv{h0�n�]^y�~q�~0ws�y^y�~q�~i{0978-7-115-56320-0 �n�cp��|�~�^(u:n�o6,gfn�s�n\o:nt'yb�!h�n�]zf���vsq�vyepg, _n�s�n:np�mo�w��:g�g�vyepg, ؏/f�t\o:n�n�]zf���b/g1r}y��f[(ufn�,gfnqq11�z, �n�cp��|�~�v�su\�s�s0�w,g�gb_�y, �o!kvr�g�cp��|�~�v�q�[�s�v0os tǐ�n�s�v0�m�^f[`n�s�v-nwq g�nh�'`�v!j�w; �q�n�~xq�c�^!j�w0r�w�n�m�^f[`n�v�c�^!j�w, z��r�n�~o݋�cp�0:_sf[`n�cp��s�]n�~�cp�, -d�^�n�[te�v�cp��|�~�b/gso�|, ُ\/fn*n1uemeq�m�v�|�~f[`nǐ z0,gfn�v�vh����^��[�m�^f[`n g�w,g�v�n�, �c�c�i����0�~'`�npe0�_�yri{f[�y�v�w,g�wƌ, wqyo(upython��ۏl� z�v�w,g���r0978-7-301-32267-3:ghvf[`npef[�w@x python���[�s ht m, _\�w�.�(u�n�[ z gn�[�w@x, �[�|�~�vpef[�wƌ^�8^4ng, �`�n�n�n�]zf��0'ypenci{�etxvz�v����,gfn/fn,g�|�~�n�~:ghvf[`n@b�m�s�vpef[�wƌ�t�vsqpython z�v�[�o�]wqfn, t�e؏�n�~�n^�8^�~xq�v�~thh�o, d��n�q:ghvf[`n�v�nx, ؏�q�n�m�^f[`n�v�nx0,gfnnqqr:n$n�r0,{n�r:npef[�w@x�wƌ�r, s t8*n�z��, �n�~�n�_�yr0�~'`�npe0�i�s�~��0�oo`��0!j�|pef[0��:gǐ z0�qos�t�v���v�|�~�wƌso�|�s�q*npef[�wƌ�p�[�^�vpython z�[�o0�ǐُ�n�[�o, �����y�n�scikit-learn0scikit-fuzzy0theano0sympy0networkx�tcvxpy-n�v�^�v�^�qpe978-7-03-060319-7matlabhrl� f�q, �gz���, "��ntw�j�s\o:n���{:g�yf[n�b/g0�oo`n���{�yf[0�~��f[�n�spef[n�^(upef[i{,g�ynn�vyepgbyef[�s�fn, _n�s�n\o:nt�]�yxvzu:ghvf[`n�� z�vyepgbyef[�s�fn�,gfn/f:ghvf[`n���w�veq�yepg, ��~����n:ghvf[`n�v�w,gt���t�e�l0hqfn1u15�z�~b, s�b:ghvf[`n�i��0pef[�w@x�wƌ0�~'`!j�wn;����e��vr_0/ectϑ:g0�n�]^y�~q�~0�qv{h�{�l0��s�e�{�l0kя���{�l0pencm��~�{�l0z�{|�{�l0ؚ�e�mt!j�wnem�{�l0ɩbf[`n�{�l0g'y�q�{�l0�i�s�v�{�l�n�s:_sf[`n�{�li{0�[�kn�y:ghvf[`n�{�l, gw�n�{�l�st�vt���c�[�tmatlab�[�s$n�eb�ۏl��n�~0,gfn�e�la�oct��r�g�v%n(�'`, �s�l͑:ghvf[`n�{�l�v�[(u'`, t�e:_�:ghvf[`n�{�l�v`�`�t�st(w���{:g n�v�[�s0978-7-115-56959-2 :ghvf[`n�{�l�z[��[b �s:�, ro�, ��~nw�cny99.80xii, 322u�, [12] u��vhr,gfn�t�[�n�]zf���vsq�{�latq���v�n����,gfn/fn,g�|�~�n�~�z[��v�vfn, fn-n n�ns t�z[��v�w,gt���wƌ, ؏�~ty*n�et�thh�o��~����n�z[�-n�v nr`t�b�]0hqfnr:n�n�r: ,{n�r�n�{�l�z[��v�(uam z:n;n, �n�~�z[�-nt*n�r�v8h�_�q�[�twqso�]\o; ,{�n�r�n�~�n(u7b;u�p�vsq�v�, ��㉆n�z[�hh�oelo merchant category recommendation; ,{ n�r�n�e���^r��km�:n;n, hq����ُ{|��v8^��㉘�`t�b�], 6qtr�g)y`ls^�s�vhqt�w^���{aicb[��tkaggles^�s�vcorporaci�n favori978-7-5218-2475-9:ghvf[`n�{�l(wye�����w�v�^(uxvzs|ga��w��~nm�yf[�qhr>y�,gfn�nye���q�s, �n�~�n�n�]zf��(wye��-n�v�^(u0hqfnr:n n*n�r,{n�r: ,{n0�n�z�{us�n�~�n�n�]zf���t:ghvf[`n�v�i�_�n�s�n�n(wye�����w-n�v�su\�s�r,{�n�r; ,{ n0�v0�n0mq0n�z�n�~�n8^(u:ghvf[`n�{�l�st, v^)r(uye��pencۏl��{�l�n�~�t���,{ n�r; ,{kq�z�~t�t[o'yf[�t��wt�]�vedxs^�spencɩ, r r�[br{|�n�r (��f[��km) �t�vr_�n�r (��kmf[ub�~), v^�[�{�lhe�sۏl��[�k; ,{]n�z�[�n�]zf���tye���v*geg�su\�etۏl����0978-7-111-68457-2:ghvf[`nnr�� (�) ^��yr�pq(�w��,gfnqq12�z: ,{1�z�n�~:ghvf[`n�v�w,g�i�_�tt��, v^�n�~(u�n:ghvf[`n�vro��n�s�x�v�qy; ,{2�z�n�~�yuo�^(ureg�{tpenc, ۏl�penc�v�c"}r�g�tpenc�sɖs; ,{3-9�z�n�~xq�w�v:ghvf[`n�{�l, s�bkя��r{|�{�l04g }��s�e�{�l0�qv{h�tĉrh0�vr_��km0ў�v�{�l--^y�~q�~�t/ectϑ:g0sqt�r�g0kgww�w�o�vǐ�n07�>kݏ�~�v��km0�k�ǃ�v$r r0;s�u9�(u�v��km0�^q{(u�m�qw:_�^�v��km0iqf[w[&{�vƌ r0��^-�ir�{sqt�r�g�n�s^:w�~ri{978-7-111-68294-3 :ghvf[`n�st�s�^(u t�n� ... i{w�2,gfn�s\o:nؚi{b�!h���{:g�yf[0o��n�] zi{�vsqnn�vyepg, _n�t:ghvf[`nrf[�0�vsql�n�nn�nxt����,gfn�n:ghvf[`n�{�l:n;n��, ��~�n�~�{�l�vt���~��n�^(u�e�l0hqfnqq19�z, r r�n�~�n;����vr_ng'y�q!j�w0k-я��!j�w0�qv{h!j�w04g }��s�e!j�w0/ectϑ:g!j�w0ɩbf[`nfh�g0em�{�l0m��~�{�l0z�{|�{�l0^y�~q�~!j�wi{�w@x!j�wb�{�l, �n�s8*n�~ty��v�[�o0,gfn͑ɖt��n�[���v�~t, ^g:n����c�ohqb� ��~�vf[`nc�[0978-7-115-56399-6 :ghvf[`n�stn�[b uoo, _o�gw;n 'ypenc�b/g�|�t�|ryepg ,gfn�s�n\o:nؚ!hpenc�yf[b�n�]zf���v�vsqnnyepg, _n�s�n\o:n:ghvf[`n1r}y��v�f[(ufn�,gfn�npython:ghvf[`n8^(u�b/gnw�[hh�o�v�~t�v�e_, �meqem�q0w�n�~�npython:ghvf[`n�^(u�v;n���q�[0hqfnqq11�z, r r�n�~�n:ghvf[`n�i��0penc�qy0yr�_�] z0 g�vcwf[`n0�e�vcwf[`n0zf���cp��v�vsq�wƌ, v^�n�~�n^"�?e6eeqr�ghh�o0�w�n^��oeq_5u�r�w��vkmnr㉄v5u�rr�ghh�o0*�zzlq�s�[7b�nyo�[ꁨrsnn�nmb�v�bl, �nꁨrs�yf[n�b/g�v�q�m0yr�_�s�su\���r:n;n�~, �|�~0w�n�~ꁨrs�v�st0�w,g�b/g�svq�^(u, v^��eq�n�yt^9�6��c6r���w�yxy��v�v�[�o, wq g��f�v nwm yrr�0ꁨrs�b/g978-7-302-58221-2 oa�hkm�b/gqhwm�\;n�^(u�wؚi{b�!h�]�y�w@x�� z�|ryepg8,gfn�s\o:nnf�ؚi{b�!h�nhv�nh�05up[�oo`0ꁨrsi{nn�vyepg, _n�s\o:n�n�n�hkm�b/g�]\o�v�] z�b/g�nxt�v�s�(ufn�,gfn9hnc�]�y�nhv�nh�{|�svq�vяnnf[u�[kmϑ0�nh��tkmջ�b/gi{�v�w{q��bl, ����n�hkm�|�~�vt*n�s��, s�b�oo`�v���s�n�s�o�s�v o��0l�bc�tyt0;n���q�[s�b�hkm�|�~�v�w,g�wƌ, oahv�v�[in0\o(u0�~b0r{|i{, 8^(u oahv�v�]\o�st0�~�g�~b0kmϑ5u�0�^(u�[�or�g�n�sn�n�[(u�v oa�hkm�b/g; t�e�~tcsy-3000�w oahv�[��s^�s�����n10*nxq�w�v oahv�[��0,gfn(w�d�q�t�q�[ ��s n;n��/f���[nf�ؚi{b�!h�nhv�nh�{|�svq�vяnnf[u�vyr�p, �o͑�w@x�st�s�[e��^(u, t�e_n�s_����n勆��w�v�e�b/g0�e978-7-5641-9629-5 oahv�b/g�[1r�v, u���, >�/ot^w�@,gfn�s\o:nkmϑn�c6r�b/g0�nhv�nh�0ꁨrs�s�vsq:g5u{|nn�v,g�yu0xvzuzpyepg, _n�s�ovq�n�vsqnn^ub gsq�] z�b/g�nxt�s��hqfnqq14�z, �sr:n�v�r: ,{n�r (�~��n,{1�z) :nqq'`�w@x�r, �n�e���v�g`�t{�l�n�~�n oahv�v�w,g�i�_n�gb�l0 oahv�vpef[!j�wnyr'`0�cؚ'`���v�c�enh�[�b/gi{; ,{�n�r (2-8�z) :n8^(u oahv�vr�gn�~t; ,{ n�r (9-13�z) r r�n�~�niq�~0pew[_0sf[0uiri{�e�w oahv�s oa�hkm�b/g; ,{�v�r (,{14�z) �i���n�~�ns_�n oahv�b/gmr�l�v0wq g^��su\�t�^(umrof�v;n���e�b/g0978-7-111-67604-1 htf_, �s�q=nw�cny33.00>,gfn�s\o:nnf�ؚi{b�!hꁨrs05ul0�nhv0:g�hi{nn�vyepg, _n�s�o�n�n oahv�vsq���w����0_�s0�^(u�v�] z�b/g�nxtf[`n�s��,gyepgb�t�] zye������-nsq�l�v ybg�] z����r�w{q, ���[���[4*nxq�w ybg�] z�[a� (ǐ z�c6r0zf��f�0�e�n:g0:ghv�n) �n�~�vsq�v oahv�b/g, /f�] zye�������t ss���] z^ye���w{q��r ̀of n�� z��^��9ei��vwqsoso�s, ��y��~/�{_obeyef[t�_0qqr3*n�{�z: (1) �w@x�{ (���vq�i�_0�su\0yr'`i{�wƌ); (2) �n oahv�st:n;n�~, �n�~t{| oahv�v�st�s�^(u, \xq�w ybg�] z�[a�/�z�y�~; (3) mr�l�{ (zf�� oa�b/g0o�kmϑ0y�n�oo`��ti{), �s��1uemeq�m, �_�^nۏ0978-7-5661-3073-0;n�sep, 0u }�s, ng�z�zl,gfn�s\o:nؚi{b�!hkm�c�b/gn�nhv0ꁨrs05ul�] z�svqꁨrs0:g�h����6r ��svqꁨrs0:ghv�n�] z05up[�oo`�] z0f����] zi{nn,g�yuyepg, _n�s�o�n�n oahvn�hkm�b/g�vsq���w�^(u�t����_�s�vxvz�nxt0�] z�b/g�nxt�s��,gfn;n���n�~ oahv�b/g�v�w,g�i�_0�w,g�st0xq�w�^(u�t�b/g�su\0(w�~�g ns�b: oahv�i��05u;�_ oahv�svq�^(u05u�[_ oahv�svq�^(u05ua_ oahv�svq�^(u0�s5u_ oahv�svq�^(u0�p5u_ oahv�svq�^(u0iq5u_ oa�svq�^(u0 �\_ oahv�svq�^(u0��\n�l_ oahv�svq�^(u, �n�s oa�|�~(w}lf�0:ghv�n�] z-n�vwqso�^(uhh�o0978-7-5142-3550-0 oahvnkmջ�b/g �s�q, !� tޘw��es�su\�qhr>yf,gfn�s�n\o:nؚi{b�!hkm�c�b/gn�nhv0ꁨrs05ul�] znꁨrs0:g�h����6r ��svqꁨrs0��o�] z0���{:g�^(ui{nn�v,g�yuyepg, _n�s�o�n�n oahvn�hkm�b/g�vsq���w�^(u�t����_�s�vxvz�nxt0�] z�b/g�nxt�s��,gfnhqb��n�~�n oahvn�hkm�b/g�v�w,g�i�_0�w,g�st�txq�w�^(u0 cgq oahv0�hkm�b/gn�hkm�|�~ n'y!jww�~�~�q�[, �o!k:n�i��08^ĉ oahv0�_:g�h oahv0kmϑ��]r�g08^���] zϑ�vkmϑ0�o�s�t0�s�nkmջ�|�~0kmջ�|�~����i{�q�[0,gfn�|�~:_, �q�[ n�l͑�~xqn�s�n�v�~t, �vh n:_��] z�[���^(unr�e���r�v�w{q, wq go�}y�vyef[��^'`�t�s��'`0 oahv ��hkm978-7-302-57637-2\spns^;n xii, 344u�5,gfn�s\o:nؚi{f[!hꁨrs05up[�oo`�] z0km�c�b/g�s�nhvi{nn�vyepg, _n�s�ovq�nnnf[u�s�vsq�b/g�nxt�s��,gfn�|�~0w����n oahvn�hkm�b/g�v�i�_0�st�t�e�l0hqfnr:n n�{, qq14�z, ,{n�{:n�w@x�wƌ�t��]t��, �n�~ oahvn�hkm�b/g�v�w,g�i�_0��]r�g�w@x0 oahvn�hkm�|�~�v�w,gyr'`; ,{�n�{:n oahv�s�o�s�t5u�, �n�~t�yxq�w oahv�v�st0�~�g0yr'`ch0o(uyr�p�skmϑ5u�; ,{ n�{:n�hkm�b/g, �n�~5uf[n�xf[kmϑ0amϑ�vkmϑ0kp~p�ckmnkmϑ, �n�s�s�n�hkm�|�~0vq-n, ,{�n�{�v�q�[/f9hnc n t�vkmϑ�stۏl�r{|�v; ,{ n�{�v�q�[/f9hnc n t�v��kmirtϑۏl�r{|�v0978-7-5606-6096-7  oahv�st�s�] z�^(u�� g�e, 8^ep, z�~�~w�t,gfn�n�|�~/e�d n�v'ypencr�g҉�^eqkb ��n�~�n n t�v'ypencyt!j_n�nh�'`�vyt�|�~ �vq!k�['ypencr�g@b�^(u�vpencc�c0:ghvf[`n�vt���]wqۏl��n�n�~ �gt�[xq�w�v'ypenc�b/gibm infospherebiginsights�~�n�n�n�~0978-7-115-53417-0penc�s)eq�(�)�g\yr���kq�[)r�e �(�)�n�skq�e�wmgyw�19,188u�penc�s)�b/g�nxts,gfn�v;n��/fpenc�s)0,gfnhq��㉆n5{|penc�s)�{�l �ss�s�x0�~���s)0w[xqx0 n n�e!j�w�ty n n�e!j�w �6qt�n�~�n���q�v�oo`�� ��n�s`7h�ǐt�y�e�leg�z4x�q ��y�~��x0���^�~��x0w[xql�bc0 n n�epencl�bc0penc�^!ji{0978-7-5095-9289-2 �[�^n �bs�_in;nؚ!h�vsqnn^u �pencyt�b/g�nxt,gfnr�n�r �,{n�rpenc�yf[_�[ ����penc�yf[�v�w,g�i�_0�sr�t�e�li{�q�[�,{�n< �rpencr�g�vpef[�w@x �����vsq�vpef[�wƌ�,{ n�rpencǒɩn�{t ����pencǒɩ0nm0�{ti{�wƌ�,{�v�rpencr�g�w,g�e�lno��n�[�s �����c��'`�~��r�g�e�li{�q�[�,{�n�bdapencr�g^�ջ�|ryepg978-7-308-19700-7pencd��n�{t mg�]^pencd��n�{t@\i{w�,gfn�s\o:n�yx�]\o��t�nn�nxt0n�[hqb��v�wƌ/e�d�t�s�,gfn�c�q�npencd��n�v�[in ��v�~pencd��ns�{t�vhqu}thtg ��[pencǒɩ0 o��0x[�p0yt0qq�nn�nbc0r�g0�[hq�t��ki{�s��ۏl�t��0�e�l�t�b/g�v�n�~ �v^po�nhh�o�r�ne�eq0,gfn�npencd��ns�{t�vhqu}thtg:n�oxb ��nt���t�e�l:n�w@x ��n�^(u:n=�0w �b_b�|�~0978-7-5095-9407-0^y�~q�~�svq(wpenc�yf[-n�v�^(u�� �w�4,gfn�s�oؚi{b�!hpenc�yf[0�~��0�^(upef[i{�vsqnnؚt^�~,g�yu�txvzuo(u �_n�s�o�vsqye^�t�yx�nxt�s��,gfn�e(w�n�~^y�~q�~peyo����f[g,gfn�npenc�yf[�v �yf[ '`�q�s �@w͑�n�~penc�yf[y��v�vĉ�sam z�n�stek��@b�m�s�vpenc�yf[�w,g�i�_n�st0hqfnqqs tmq'y�r��n�vh0penc���s0python�w@x0�c"}'`pencr�g0�^!jn'`��ċ0o0�~�gu\:y3ye���ؚi{f[!h5u�]5up[�w@x�� zyef[c�[r�yxto�cp�yepg  as n�n _lςwؚi{f[!h͑�pyepg b�t�e�]�y�v978-7-115-54445-2pencr�g�ƌ�"}w�:,gfn�tn�rr�g�nxt �_n�tpencr�gn�^!j�nn�f[`n �؏�s\o:n'ynb�!h�vsqnn^u�vf[`n(ufn ��n�s�vsq�w��f[!h�vyepg,gfn�r�[�vpencr�g�yf[�b/g0�|i_�v�[e�n�rhh�o ��_}y0w�n���n�nn��v�[e��bl�,gfn/f\o��~tя�qt^�v�]\o�~�� �\(w�[e�n�r:wof-n�vhh�oۏl�1�oe�ba� �n�n,gfn�v�k�zkn-n ��n �b_b�vn,g�bpencr�g�yf[�b/g�^(u�n�[e�n�r�vpencr�g{|�vfn0;n���q�[s�b�pencyt (ps)?�ws�_��_�nxo�_w��n�]zf���b/g�nxt �pencyt�b/g�nxt�,gfn�n�~p�r�n�]zf��yt'ypenc ����\f[`no(u:ghvf[`n�{�l(�yk means0svm0rbf�t�vr_)eggbl�ؚ�~pencr�g �؏\�n�:ghv�t�m�^f[`n�b/g�vs_mr�r` ��nytw� o�t^y�~!j�|�{�l0dky ����\�c"}�yuo_�s�n�]zf���{�l�n�npenc-nf[`n �:n�nhn�[�n/f�_���v ��n�s�[�n�yuo978-7-302-56377-8 pencc�c�{�ln�^(upython�[�s y[�[�l ��s�f�qw��,gyepg�npencc�c�v�~xq�{�l:n;n�~ ��w@x�r��nzipencc�c�vǐ z�t�~xq�{�l�penc�c"}0penc��yt0r{|n�vr_0z�{|r�g0sqt�ĉrc�c0op�]�hkmi{0 t�e�x�r�[�s�^(u�r �(w�^(u�[�s�r ��npython\o:n�c���� ��n㉳q�g*n�^(u�vc�c�vh:nmr�c ��n�~hh�òof ����r�g�e�lnǐ z ��[b!j�w�g�^ ��~�q�{�l�vwqso�[�s ��ǐdky��v�v�e�l�cgsf[u�v�{�lt㉌t�^(u���r ���^s_�n'ypenc�e�n�[�nؚ�~�] z^�vpencr�g���r0978-7-115-53854-3 'ypencnn��ye z�s1r�o �1g=n=n � _cs^i{w�%,gfn�e�s\o:nؚi{b�!h,g�y0'ypenc���w�vsq�vnn��yepg �_n�s�o�nn�nxt�f[�,gfn �pg^�l �s�b�nhn/f'ypenc �'ypencr�g �penc!j�w ��~�gspenc0js�~�gspenc�t^��~�gspenc �penc�~�g �penc�c�s0l�bc0�r}� �pency�n �phthon z��nr z�� �penc�^�w,g�i�_ �penc�^�{t�|�~ �penc�n�^ ��nx[�p �pencyt0pencc�c�svq�{�l0hadoopnspark0'ypenc�sɖs0funzf��0penc�[hqi{t*n�eb�0,gfn8t�~�n\o�я20t^�vitl�n���ыn�vfn�q�~�� �n��xyef[�vt*n�s��'}�[rt �/ecy��0yef[0 y`n�s�ջt*nyef[�s�� � gm�wy�vppt0�s�t{hhi{0v,gfn�e�s�n\o:nؚi{b�!hpenc�yf[n'ypenc�b/g05up[fu�r0'ypenc�^(un�{ti{nn�vsq�� z�vyepg �_n�s�n\o:npencr�g�nn�nxtf[`n5ufupencr�g�s�b�fu�rpencr�g�vsqd�ptt�:n�nhn �>n��km g�eonw�[�v �>n�~�g��x[(w�]'y�vop�]�o(u�{�leg~b�qj�r�vv{eu/f n/fn*n%n͑�v����ǐ�[���n(w�{�lxvzmr�l�]\o�vxvz��vǒ�� ��n�speϑ ny�vpef[�b�[�� �,gfn\t����ʑpef[�t�~��f[/f�yuoq_�t�s�[u;m�v ��n�sb�n�^勌t n�^��b�_0978-7-121-40485-6n�r�g�g��^(u�g�g�penc�g�g�[b)n1fw�o��n_�s�vsq�nxt�,gfn;n���q�[ �ss(w�ndk0��hq ����beu/ba/aa/da/ta�n��v�[�^�\mo/�nir/ ��~sq�|06qt ��~t'yhh�o �拢c�[b�l�beuq��r�vn�r�g�g����0n�rq��r�v�^(u�g�g����0n�rq��r�vpenc�g�g����0n�r�t�b/g���r�sn�q��r�v�b/g�g�g����gt �r�nnlu��:nz:�v 0n�r�g�g�ech 0 0�b/g�ehh�ech 0o�y!jg0978-7-121-39745-5'ypencs^�sџ�~ �ens n�b/g gp�lq�s;n�ens npew[s�b/g�nmb�w{q�|rnfn�,gfn�w�nlinux�|�~�v8^(u g�r�[ňm�n0�[ňm�n�sџl�hadoopɩ�0�[ňm�n�sџl�8h�_�~�n0gbl��[7b'ypencs^�s�[�e�ehh0�v�c'ypencs^�sџl��r`0�g w�{t'ypencs^�s�e�_�oo`0�v�c'ypencs^�s g�r�td��n�r`i{�]\o ��c�c'ypencs^�s�[ň�tm�n�e�l �t�hadoop8h�_�~�n�v�r���s�]\o�st ��c�csq.��~�n�[ňm�n�e�l �t�'ypencs^�s�[�eam z ��q�`8^(uɩ��v�c�]wq�vo(u�e�l0 1 x��fn�|ryepg978-7-121-39762-2pench�l�[(uye z r#k�n �闰ef �r t;no,gfn�npenc�v҉�^�|�~�n�~�npench�l�v�su\0r{|0ĉ��n�s8^(uh�l�]wq�vo(u0�ǐ��~�v�[bek�� ����qyۏeqpench�ll�n�vrf[��s�n�_��c�cpench�l�b/gi{�q�[0%�e�]�y�^��knpenc�yf[n'ypencĉryepg �lws�y�b'yf[yepg�qhr�wёd��r�qhr978-7-121-40977-6penc�[hq h���f ��ck�y;nv,g�� z�v�[mo/fof[u�c�cq�~zz���[hq-npenc�[hq�w@x ��ǐ�n�r_���w�vy��v;m�r ���f[u�c�cpenc�[hq�v�w,g�wƌ�t�b��0�q�[s�b�penc�^�[hq�penc�[~p�b/g�penc��υnpew[4lpsi{0q�~�[hq�|ryepg978-7-308-18005-4 iq5u�hkm�b/g�s�|�~rns �;n^,gfn�e�s\o:nؚi{b�!h�v�oo`�] z0iq5up[�yf[n�b/g0km�c�b/gn�nhv0:g�h5up[�] z0uir;sf[�] z0iq:g5unsosi{nn�v,g�yu�sxvzuyef[(ufn �_n�s\o:n�vsqnn�v�yx�nxt�t�] z�b/g�nxt�v�s�(ufng,gfn�|�~hqb�0w�n�~�niq5u�hkm�b/g�v�w,g�i�_0t�yiq5u�hkmhv�n�v�]\o�st�svqyr'`�txq�w�^(u0,gfn�l͑t��n�[e��v�~t �n�eb��l͑iq5u�hkm�b/g�v�w,g�i�_�t�w,g�st�v���� ��sn�eb�@w͑�n�~iq5u�hkm�b/g�v�^(ub�g0978-7-121-41030-710,281u�n,gfnrmq�r ��q�[s�b�'ypencs^�s�g�g�'ypencs^�sؚ�s(u(ha)ɩ��r�'ypenc�~�n�v�~�b�'ypencs^�sos�'ypencs^�s�vʋ�enyt�'ypencs^�sy��v�~thh�o0978-7-121-40813-7pencr�g�[(uye zr?e[i{]w�14,506u�:,gfn�s\o:ntl�npencr�g^�v�^(u�s�fn0_��pencr�g�� z�vؚ!h-n�vye^��in ��n�s ^gۏeqpencr�g���w�v�nxt�v�f[��ir�,gfnqq14�z ��q�[�m�v��~��f[�v�w,g�i�_0�c�e'`�~���v�vsqt���t�[�o0�e�]r�g0�vsqr�gn�vr_r�g0logistic�vr_0;nbrr�gn�vp[r�g0z�{|r�g0$r rr�g0�e���^rr�g0sas z�w@x0�[�v�i�_�t�^(u�st�s n:g�~`nc�[0,gfn�q�[hqb� �glɩ�n�~��f[0ycq�~��f[�tsas z�b/g�v8h�_�q�[0,gfn���[ n t�v�[bhh�oۏl�r�g�t;`�~ �v^u\:y�n z�^џl��v�~�g �oknwq g��:_�v�s�d\o'` ��o�n���t㉌tx`n0978-7-5682-8501-8 zf���hkm�b/gn�^(u y[�y� �u�cq �hg�s��;nؚ!hꁨr�hkm�|�~�vsqnn^u�,gfn;n���q�[s�b��hkm��y�v�w@x�d\o �s�b�hkm��y�v�~�b�o{q0�hkm��y�v�d\o0�d\o�v�vo(u0km4y�v!h��0kmϑ�]�npwh�|�v�^�z�kmϑ�]�ncq }�v�e�l �s�b�quocq }�vkmϑ�e�l ��quo:\�[�vkmϑ�e�l0�quolq�]�vkmϑ0pe!jkmϑ0��n�e�l�^�zpwh�|0kmϑ�bjt�vub��~t�[�o���kmϑ�vhq�ǐ z�gt�n�~�n�oiqkb�c�v�^(u�s�t�����w@x �s�b�oiqkb�ckm4y�v�^(u0�oiqkb�ckm4y;n��yr�p0�oiqkb�ckm4y�v�d\oam z �geomagic studio�w,g�d\o�s�w,gam z0978-7-111-64964-9prometheus�v�c�b/gn�[��h�ё�zi{w� ���{:g�v�c�|�~xvz�nxt�prometheus/f�n�v�c���w�v ^t�x�qr �,gfn�|�~0w�n�~prometheus�v�w,gt��n�^(u �s t\o�yt^�v�[b�~��0,gfn;n���q�[r n'y�r �qq14�z0,{n�r�n�~�v�c�|�~�v�b/g�su\n�w@x�st ��n�sprometheus�v8h�_�~�n�s�g�g�,{�n�r�n�~prometheus�vexporter�[�qhv0 g�r978-7-115-53262-6 �n��_�y-d�^mr�z�v�cs^�s(,gfn�t�nuo�[�v�cs^�s_�satq���v�] z^ �_n�t ^g�q{�mr�z�v�cb,g�v�v����[��,gfn�n�[e�_�s�]\o-ng�0r�v��q�s ��nmr�z�] z^�v҉�^�[���n��_�y-d�^n*nmr�z�v�cs^�s0hqfnqqr:n8�z �,{1�z�t,{2�zr r�n�~-d�^mr�z�v�cs^�s�v�_��'`�n�s�yuonx�[mr�z�v�cs^�s�v�r�� �,{3�z�n�~penc n�b�v�e�l �,{4�z�n�~mr�z�v�cs^�st�r��!jww�v;`so���� �,{5�z�n978-7-5184-2731-4 sňu�n�~��y�[ňn�~�br�[y�w��vsqnn^u �sňꁨru�n�~�[ň�~�o�b/g�nxt�hqfn�nsňu�n�~:n}�so ��nu�n�~��y6r �no(uon:n�oxb ��nu�n�~�]\oǐ z:n;n�~ ��n�[e��^(u:n�[�e � ��slxsň0o�sň�tr^sň�~-n�v͑�p��y�y �qm�t:g0lpň�s�v:g0\p:g0@g̃:g04�h:g0ň�{:g0o�sň:g0l�sň:g0�pb�wsň:g0��s:g�tsbs:g 11�y978-7-5198-3180-6 ꁨru�n�~�v�[ň�ջn�~�bi,gfn�s\o:n'ynb�!h:g5unsos0�]nꁨrs0:g�h6r ��sꁨrsi{�vsqnn�vyepg �_n�s�o:g�h�~�o�] z^05ul�~�o�] z^0�]n�c6r�|�~�] z^�s�vsq�nxt�s��w�n�vmrꁨru�n�~�]�[�s!jwws�[ň �n'yϑ��ns�~�o0�~�b�bl �,gfn�ns_mrghqۏ�v�fbc'`�~�o�~�b0!jwws�~�o�~�b�n�s�e�~�o����t�_:n�w@x ��n�~�nxq�wꁨru�n�~�v�[ň0�ջn�~�b�b/g0,gfn�n�]n�s:w�[e�:n�o �qqr�n�z �s�b:g5u��y�~�o�{t�i�� �ꁨru�n�~:g978-7-5682-7524-8ꁨrsu�n�~�[ňn�ջy��vsye z l�y� �� }�h � _f[��;n ꁨru�n�~�vsqxvz�nxt�,gfn�nhqۏ6r �l�n^�l�^(u�vꁨru�n�~:nxvz�[a� ��~t�n:g�h05up[0�c6r0���{:g0 oa�hkmi{:g5unsoshqۏ�b/g �͑�p�n�~ꁨrsu�n�~�[��ňn�v�c6r0�ջ0џl��s�d\o�~�bi{8h�_�b/g�n�snu�n�d\o�vsq�v�w@x�wƌ0�q�[0n�[0�v�ev^� �wq g�_:_�v���['`�t�[(u'`0,gfnqqrmq*nuscq ��k*nuscq-n9hncf[`n�q�[�v n t�sr:n�r^*ny��v0�hqfnr:n�n*n�r�,{n�r����n�e�~ oahv�|�~(w�g�z�s�x n�^(u�e�v�(u㉳q�ehh �s�b�(u����0�s���c6r0�[}tos0�[mo'`���cgs0�n�nq��r�o��i{�vsq�b/g�,{�n�r�n�~�nzz���e�~ oahv�|�~㉳qv{eun�^(u �s�b�e�n oahv0�[�eq�~0kp�{�nhv1��q�v�~y�e�~q�~04nяzz���e�~s^�si{�,{ n�r�n�~�n4l n�t\o4l�w�e�~ oahv�|�~㉳qv{eu �s�b4l�x oa04l nh�b��s\�l��[mo0< usn�oh�[mo ��n�s4l-no(u�e�v�[hq'`��t㉳q�ehh�,{�v�r�t,{�n�rr r�n�~�n0w n�s�r�z�s�x0�g�z�]n�s�x n�v�e�~ oahv�|�~㉳qv{eu0978-7-111-67529-7y oahvpenczf����tt��n�^(u 4b�ns^ �l��opg ��s{�mw� ؚi{b�!h���oo`{|nf[u,gfn-n�_fnx0�~�g'}�q0`�npf ��ǐt��n�[�o�~t�v�e_ ��meqem�q0w�n�~�ny oahvpenczf����t�vt��n�^(u�b/g0hqfnqqr11�z �s�by oahvpenc��t�i��0penc��t�~�gn�{�l�i��0��s�e�ct�e�l0��nct���{�lnpenc��t0!j�|t���svq(wpenc��t-n�v�^(u0�n�]^y�~q�~npenc��t�{�l0w� o�{�l�svq(wpenc��t-n�v�^(u0�|p[��{�l�svq(wpenc��t-n�v�^(u0zf��ɖ���v�c�|�~�vpenc��t�{�l0�m�^f[`n�svq(wpenc��t-n�v�^(u0y oahv��t�v:ghv�ns^�s����n�[�s0�k*n�z��-n��m� g�_���v�[�o ��v�v(w�n������~t�[�o�fso�_wc0w�c�cy oahvpenczf����t�e�l�v����n�[�s0978-7-5727-0092-7  oahv�^(u�b/g����ht_lw�  oahv�����vsqxvz�nxtg,gfnqqr:nmq�z �;n���q�[s�b�)n�^�tn�^ oahv�v�^(u0iq5u oahv�v�^(u0 �\ oahv�v�^(u0�r��^���v�^(u0l�s oahv�v�^(u00w�x oahv�v�^(u0978-7-111-65262-5  oahvnzf���hkm�b/g �y*mjm ���opg;n ؚ!h5u:g{|�vsqnn^u�,gfn;n���q�[s�b oahvnzf���hkm�b/g�w@x05u;�_ oahv05u�[_ oahv05ua_ oahv0�s5u_ oahv0�p5u_ oahv0iq5u_ oahv0 �\ oahvnvq�n�xoe oahv0�l_ oahv0pew[_ oahv0zf�� oahv0�s�nzf��6r ��]n���w-n�v oahv0zfga*gegnirt�q0zf���hkmnz��b�nhv�b/g0r�en6r\o�[��y��v0�fn�| ��n'yϑ�vzf��ňyn�n�t�vgr0zf��6r ����wؚ }(��b/g�b���nmb�w{q�|ryepg �_��ɖ��hr978-7-113-25001-0 oankmջ�b/g &qle�t �uox[�[;no,gfn;n���q�[s�b��o�sn�o�sr�g0kmջ�|�~yr'`r�g0%�(u oahv0�o�s�t0pew[�o�syt0pencytn��]r�g0>f:yn��u_�nhv0xq�w oankmջ�|�~�����v�] z�^(u0nf�ؚi{f[!h:g�h�] z�w@xr�e�|ryepg/4t�#� ��s'y�^nfn;ntp212.06978-7-121-39793-6 �vhyr'`n oa�stѐz%z;n12,150u�7,gfn�s\o:nؚi{b�!h�vsqnn�v,g�yuyepg �_n�s�o�n�n�vh�ckm0�o�s�t�oo`yt0�vh�] zi{�vsq���w�v�y�b�]\o��s�o,gfn�|�~�n�~zz��0��яzz��0zz-n00wb�04l nt{|xq�w�vh�v5u�xce\0iqf[�t�s\�o�si{yr'` ��n�sa�^0�ckm0���sُ�nyr'`�vt�ykb�k0�e_�t�e�l�v�w,g�st�tǐ z0y[=n � _%f�]w�j,gfn�s\o:nؚi{b�!hw(g�] z0iqf[�] znnؚt^�~,g�yu0xvzu�tye^�v�s�fn �_n�s�o�n�niq�~ oahv�vxvzn_�s0u�nn�^(u�v�yx�nxt�t�] z�b/g�nxt�s�,gfn�niq�~iqh oahv�v�w,gt���q�s ��[iq�~iqh oahv�n(w����0�[ň�to(uǐ z-n�s��g�0r�v�ۏl��nhqb�r�gn�c��0wqso�q�[s�b�iq�~iqh oahv�v�w,gt���iq�~iqh oahv����n6r\o�iq�~iqh oahv�^�sh�[8^���r�gnyt�e�l�iq�~iqh oahv�v�r`�t�^�e��978-7-122-37580-3 iq�~ oa�stn�b/g�q�ni{w�g,gfn�s\o:niq5u�oo`�yf[n�] zi{iq5u{|�vsqnn,g�yuyepgo(u � t�e�tiqf[�] zi{�vsqnnxvzuf[`no(u �_n�s�o�vsq�] z�b/g�nxtn�yx�nxt�s����� 0iq�~ oa�stn�b/g 0nfn9hnc�s�niq�~ oa�b/g�su\�v�bl ��|�~�����niq�~ oa�v�w@xt��0�w,g�st0;n���b/g�s�^(u�s�r�t�su\���r0yepg1u8�z�~b ��q�[�m�v�niq�~ oa�b/g�vw��nn�su\0iq�~iqf[�w@xt���siq�~niq�wƌ0iq�~ oahv�stn�|�~�~bhv�n�siq&�t0�n{|iq�~ oahv�6r�b/g�s�^(uhh�on�su\0iq�~iqh oa�stn���s y(u�b/g08^��r^_iq�~ oa�stn�b/g0vq�nyr�k{|�wiq�~ oa�e�b/g0us�sϑ�s�s�sϑiq�~ oayef[�[��hh�oi{0yepg�l͑�|�~'`0�s��'`0hqۏ'`n�[(u'` � t�e�l͑t��0�st0�b/g0�^(u�v�~t0978-7-03-063659-1 iiryz��v�w�x�p5usf[ oaxvz _s�=n ��^o�ޘw� 5usf[ oaxvz�nxt,gfn;`�~�n\o�asyt^eg(w5ur�gsf[n oa���w-n�vyef[�[���t�yf[xvz�~���sb�g ��[�w�x�p�svq�~s| ytpg�e�v6ry0h��_�ssf[5u�g�v�op�ۏl��n�meqem�q�v��� �v^�[�w�x�p�svq ytpg�e�op�5u�g(w iiryz��hkm���w-n�v�^(uۏl��n����~�v�s���t�n�~0,gfn�q�[s�b iiryz�978-7-122-38363-1 5usf[ oahv�v�g�^n�^(ufkwmw� 5usf[ oahvxvz�nxt�,gfn�i���nяt^(w�v�qyg r�sh��v͑���v5usf[ oahvxvzb�g �v^�~t5ur�gsf[�st�st�� ��n\o�яt^eg�n�n5usf[ oahv�v�g�^�s5ur�gsf[xvzb�g\o:n:y�o ��[5usf[ oahv�v�g�^�svq(wuir�t�s�x���w-n�v�^(uۏl�;`�~ ��|�~����n5usf[ oahv�vr�g�st0�g�^�e�l0lub�h��_�e�li{�q�[0978-7-03-064557-9�w�x�p�~s| ytpg�e5usf[uir oahv�]�v2�w��~s|pg�exvz�nxt �uir5usf[xvz�nxt,gfn��!k�~t�e�w�x�~s|pg�e  �w�x�p �_(ug�exvzb�g �;`�~�n�s�n5usf[uir oahvxvz�v�^(un�su\0�[uir5usf[�sa�nuir oahv�e�b/g�v�st0�e�lۏl��n�meqem�q�v�c��0,gfn;n���q�[s�b��w�x�p�i��0�w�x�p�r��s�e�l0�w�x�p�w5usf[uir oahv�vr{|0�r��s978-7-03-063291-3 �r��8hx�uir oahv���e�mw� 8hx�uir oahvxvz�nxt,gfn�[t�y{|�w�v �r��8hx� ۏl��i�_�v�[in0�su\�s�s�v���0yr�p�s�^(u�nyo0�{tf[�yf[uf[`npencr�gnpenc�sɖs�b/g�veq�yepg �_n�s�n\o:n���{:gnn0�oo`{|nn,g�yu�vyepgb�s�fn � t7h_n�s�n\o:nonpencr�g�nxt�v�s�fn,gfn�non�~�w�qpencɩ:n�[bhh�o ��|�~0w�n�~�n�vmr�k��mr�l0�k��wq g�nh�'`�vpencr�gnpenc�sɖs�]wq�vo(u�e�l ��m�v�n�npenc�{t0rpenc�b�s0penc�sɖs0pencc�c�^!j�vte*non�~pencr�gam z �o�����y�c�con�~pencr�gyt�v�w,g�b�� �:nb�bon�~pencr�g pencyto��nf[`n�978-7-121-40219-7 t#k �ng*m�o �ngo�w�&,gfn�tdzjg�]\o�nxt0on�nxt �b��~nmf[0�{tf[�t�oo`f[�vsqnn�vf[�,gfn�n�v�['ypencbeu�[moeqkb ��['ypenc�^(un'ypencbeu$n*n�etۏl�r�g�'ypenc�^(u�eb� �(w�ht;`�~�s���v�['ypenc�su\beu�~���v�w@x n ��n?e�^�lt ��~nm�lt �ё���lt ��e�w�wg�s ��~����t�tlu�o��yu*n҉�^����n'ypenc(w�v�[�lt-n�vwqso�^(u�et ��ǐr�g'y978-7-118-11203-0 (�)'yks�m��w�'ypencytf[`n��,gfn;n���f�n'ypenc�v�i�_0'ypenc�v�b/go�r0'ypenc�s�n㉳q�vt�y��n�s'ypenc㉳qُ�n��v�e�l�tv{eu �,gfn:n'ypenc�b/g�v�^(u�c�o�nn*nzw�[�v�w@x �����n'ypenc�v^:w�tfunq��r�r �s�bo�lx�n�b/g�v�su\0pencϑ�v�x�r0penc{|�w�v�ss0penc o���vt�y�e�l�n�s�n�n�[penc�[�eyt�~�g�v�bli{��t'ypenc㉳q�vt{|������0r'ypencǒɩ0yt0r�g�v�~�~�vso �ُ�n�~�~�vso�v҉r��t#��n ��]�~�[�n�yuo�~bfunt��vb_b�|�~_�s�vte*nu}thtg�'ypenc�^(u�vxq�whh�o�����_�s�(w����0_�s�tۏl�'ypencr�gǐ z-n�vsq.��0978-7-5682-8844-6spark'ypenc�[�er�g�[b�n� �b�:_;n 'ypenc�b/gn�^(u�vsq�nxt�,gfnr:nmq*n�z�� ��ǐw�['ypenc�[�er�gy��v�[eq �_�[����[b'ypenc�[�er�gs^�sspark�v-d�^ ��ǐ�[�w�nhadoopu`w-nyarnd��n��^fh�g �-d�^spark�e�_�{t�|�~ �-d�^kafkar^_�mo`�|�~v^(wt�~�]\o-n�[�so(usparkstreaming�[�e���skafka-n�vpencۏl��[�eyt0978-7-5221-0117-0penc�n�^npencc�c�b/g�s�^(uxvzr n�n ��\�xw�),gfn�s�oo��n�] z�s�vsqnnf[u�s� �_n�s�o���{:gxvz�t_�s�nxt�n�s�vsqnn�n�x�s�penc�n�^npencc�c/f�qv{/ec�v$ny�͑���b/g ��[�nqq t�vyr�p/f�����)r(u'yϑ�vpencd��n �v^�npencd��n-n�c�s�oo`�t�wƌ01u�npencd��n0n�[ ��vdkpenc�n�^npencc�c�v�qv{/eche�g>fw�0,gfn�|�~0wxvzpenc�n�^�tpencc�c�v8h�_�b/g �v^�~t�^(u�[�o ��rblt��t��|�[e�0978-7-111-66677-6 python�e,gr�g (ps)�xo�{�(�as\w�pencytnn�nxt,gfnu��_�~�gs�t�~t'`�v�e�l ��n�~�n�e,g�t����l0�~�g�t�in�v�w@x�i�_nؚ�~�i�_0�n�6q���tpython�v�w@x_�y�n�~ �knt/fhqۏ�vr�gt�_�t:ghvf[`n�i�_0fn-n�c�o�n�6q��yt(nlp)�t�e,gr�g�v;n���i�_�t�b/g �s t0n�[�vw�[hh�o�[�s ��o�y�g�^r{|�e���e�z�v�e,gr{|�|�~ �o(u;n���^!j�t�e,gxd��r�g8nbċ�� �ۏl�aml�5uq_�i���vz�{|r�g�t5uq_ċ���v�`ar�g0؏�n�~�n�w�npython�taml�nlp_�n�^�v�e,gr�g�[(u�]wq ��y�6q���]wqs(nltk)0gensim0scikit-learn0spacy�tpattern0978-7-111-64580-1 �[�eam���{�|�~����n�[�spencytf[`n�nxt�hqfnr:n11�z0,{1�z�n�~�n�[�eam���{�b/g�v�nùof0o(u:wof�t�(u�g�g0,{2�z�ǐ�[�eam���{penc�vǒɩ ���~r�gjavaؚ'`�� z�vt���w@x0,{3-6�z�n���g �n*nr^_�[�eam���{fh�g ���~vr�g�[�eam���{-n�v8h�_�i�_n�b/g͑�p �v^�ǐy*n_�nam���{s^�s�v�[�seg���978-7-111-64364-7 penc�nn�n'yϑ�vhh�o ��x:_�n,gfn�v�[(u'`0vq;n���q�[s�bpenc�~nm�e�n0penc\o:n�n�t0penc�r�]!j_0penc�v�nff�an�[978-7-111-65209-0ؚ�~�i�s�svq(wpenc�yf[-n�v�^(u (�)w�f��\ ^�[w��~��f[�|�tыn �~���]\o��s�vsqnn^u�,gfnhqb��n�~ؚ�~�i�s�vt��0sq.��]wq�t�s�n�^(u ��m�vhoeffding ni{_�tchernoff ni{_i{�~xq�~�g�n�smatrixbernstein ni{_< i{�s�n�su\ �؏�n�~�n�w�n��:gǐ z�v:_'y�e�l �s�bslepian0sudakov�tdudley ni{_i{�]wq ��n�s�w�nvc�~pe�v�(u���tlu0hqfno(u�n'yϑ�c�v �s978-7-111-65100-0spark'ypenc z�[(uye z~��s;n978-7-111-63349-5�y�r:ghv�nf[pef[�w@x0!j�w�g�^�s�[�s�e�l (�)?�gpo��q)rw�:ghv�nf[ыn/,gfn�s\o:n:ghv�nf[�vsqnnؚt^�~,g�yu�txvzu�vyepg �_n�s�o勆��w�v�yx�nxt�t�] z�b/g�nxt�s�,gfn�n�~n�y�r:ghv�n�v�c6r0a�w�tĉr�b/g�vsq�vpef[�w@x0�|�~!j�w0 oahv�b/g�t�{�l0pef[�w@x�eb� ��m�v�w5�t��0rso�sbc0�~'`n^��~'`os0�_r�npen�_r�e z0go0o��i{��|�~!j�w�eb� ��m�vџ�rf[�t�r�rf[!j�w0�c6r�|�~!j�w0 oahv�t�s�x!j�wi{� oahv�b978-7-115-52443-0uipath studio_�seq����gqw�:ghv�nam zꁨrs(rpa)nfn,gfn�t ^g�n�v^�c�crpa�v�nxt����,gfn/fn,geq蕧~ r�vrpa(:ghv�nam zꁨrs)�vfn ���~�n�~�no(uuipath studio�n�nrpa_�s�]\o�vhq�am z0,gfn_�{�n�~�nrpa�v�i�_�n�s�yuo�[ňuipath studio ���t�n�~�nuipath�vlub��gb�t\o(u �knt�n�~�n�yuoo(uuipath studio_�s�]\oam z �gt�n�~�n�yuoo(uenterp978-7-121-38206-2�w�nproteus�v5ust�nw�,gfn;n��r:n n n$n�{ ���㉂yuoo(uedao��nproteusۏl�5up[����0 n�{qq3�z�,{1�z;n���n�~edao��nproteus�svqo(u�e�l0,{2�z;n�����(wproteus�nwpew[5u�-n�v;n���wƌ �o���ۏnek�r�mpew[5uv�w@x�wƌ0,{3�z;n�����(wproteus�nw!j�b5u�-n�v;n���wƌ �o���ۏ978-7-115-52359-4 ros:ghv�n z�[b (ps)�^l�\��ks^w�=,gfn�t:ghv�n���w�v�] z^�sxvz�nxt��� �fn-n�m�s��y�[(u�vhh�o�t㉳q�ehh � t�e�m�v�n*geg:ghv�n�^(u_�s-n�s�����vxvz��,gfn�e(wt����n�~ gsq:ghv�n�d\o�|�~����n_�s�v�vsq�wƌ0,gfn\�c�o g���vߘ1�i{�[e��`�q�vh�q�mo`�[in�quo�i�_0 oahv0�t�[*�penc�e�n�d\o�nx0,gfn؏\.^�r`o�c�chqۏ�v�ջ�t�sɖs�]wqޏ th�q�v:ghv�n�^(u z�^�v_�n�[�s06qtyeo`o�yuon`o�vlx�n�c�sros.978-7-302-55209-3:ghv�n�n�n�b/g���q7u ��s�sw� ؚ!h:ghv�n�] znn^ut 0:ghv�n�n�n�b/g 0;n���n�~�nn:ghv�nkn���ǐ8^(u��eq���q��yۏl��n�n�b/g �;n��/fn蕺nn���{:g�n�n0:ghv�n0�n�]zf��0�6q��t�i{�vsqf[�y�v�n�sf[�y0�ǐ,g�� zf[`n ��c�c8^���v:ghv�n�n�n�b/g�st�sr�~�^(u �:nt�~�meqf[`n`y�[�w@x0978-7-115-53048-6 �n�]zf�� :ghv�neq�n�[b(uh��>m python opencv6r\o���{:gɖɉ:ghv�n h��[*� ��o�o � ��s6fw�1r n:ghv�n���ƌ�n�]zf�� n��nm�nh�b� � ��^�(wy��v-n�ssoo�n�]zf����zp�nhn0/f`hn�[�s�v0 g�t�n@\p�'`0,gfno_�[���)r(uh��>m;n:g0python z��0opencv:ghvɖɉ�^�nemeq�m�[b�q*n�n�]zf��:ghv�n6r\oy��v0,gfn;n���m�s:ghvɖɉ�t:ghvf[`n�eb��v�n�]zf���wƌ0978-7-115-47771-2:ghv�n6r\oeq��wm�lw�1,gfn�s\o:nf[!h,{�n��x�tf[utq��1r}y�v�s�cws �_n�s�n�onyo5up[6r\o1r}y��n�skb�]1r}y�����t�s�h,gfn-n6eu_�n15*nnob,g �f�[�s�v\�w�nu{|:ghv�n�v6r\o�[�o0�q�[�k��0n�[ �����k��wqso �����s�n�nُ�q*n1uf0r���v6r\o-n�n�n�:ghv�n�v�]\o�st�twqso�v�[�s�e�l �(w�[e�6r\o�vǐ z-n�rkb�r� ����_pn���ta�r0978-7-115-54709-5 vex:ghv�nhq;eeu �sl�v5 zn�z[��m`i`w�,gfn�t:ghv�n1r}y�0f[u�tc�[�^o(u�,gfn/fhqb��vvex:ghv�n zn�z[�cws �\o�wq gyt^:ghv�nyef[�t[��nc�[�~�� �fn-ns t'yϑ�[(uhh�o ��s�n��`o�n{�~g�v�e_��ƌ�t�n�vex�vhq�ehr,gv5:ghv�n �v^n��y.^�r`o�q�~0wo(uvexcode�[vex:ghv�nۏl� z ��n ��f�r�_�_�^kb0w(wvex:ghv�n[��n-n�s�_}yb�~0978-7-111-65738-5ߍnlu�q�qf[vex iq:ghv�n#vex iq:ghv�nf[`n�0:ghv�n�z[� �kb0�vsq:ghv�nye��c�[�^�tye�~�,gfn/fn,g1uvex iq:ghv�nn&�[� nޏ�qb��vёlrye�~0�xt�t�[�qq tsb ��vvex iq:ghv�nyef[n�z[�cws0,gfn�q�[s�bhqb��vvex iq�w@x��� ��~xqyef[hh�n ���`o1uemeq�m�c�c:ghv�n-d�^n z�wƌ � t�e�f gnlu�q�q �kb�r�[r�n:y�_nlu�q�q�vf[`n0���~0�z[��~���_�_ �.^�r`ohqb��c�cvex iqf[`nn�z[��|ӛ0978-7-302-56661-8�y�r:ghv�n h�}v^ ��[�_��w�c,gfn�(u�nؚi{f[!h�n�]zf��0zf���yf[n�b/g0:ghv�n�] z0ꁨrs0���{:g0irt�qi{�vsqnn�vyepg �_n�s\o:nnn�b/g�nxt�v�s�fnb�w��yepgb,gfn1ulx�n0r�{�l01ut��0r�[��01u�w,g�r��0rؚ�~�^(u ��ek�v�n�~�n�y�r:ghv�n�v�w,g�i��0lx�n:g�g08^(u�v�q萌ty� oahv0�y�r:ghv�nџ�r�c6rn���0�s�xa�wn�[mo0_nџ�rĉr0�n:g�n�ni{�q�[0978-7-111-66512-0 ��]�rkb6r\oo�so:ghv�n!(�)katthew borgatti �(�)kari lovew� :ghv�n�vsqxvz�nxt},gfn�no�so:ghv�n�b/g/fn*n�etq�v���w �o:ghv�n��y(w^��~�gsb n3z�[�v�s�x-n�]\o �v^gbl�����|�~�^�t�^u\'`�v�n�r0ُnr��/fsq�no�pg�e  exh�0^0lt0o�qx�e�v�] z �v^�n n t�v�e_\�[�n�~tw�eg �:n g���v��c�q�e��0f�[�s0�n�n�`���v㉳q�ehh0978-7-5603-8768-0 �]n:ghv�neq蕞[(uye zcomau:ghv�n _f�e;n�]n:ghv�nf[`n��,gfn�w�ncomau�]n:ghv�n ��n:ghv�n�^(uǐ z-n����c�c�v�b���q�s �1uemeq�m0�_�^nۏ0w�n�~�ncomau:ghv�neq蕞[(u�wƌ �;n��s�bcomau�]n:ghv�n��!k�b�{�[ň0:yyehv�t:ghv�n:yye0kb�r�d�~:ghv�n0�]wq�s(u7bpwh�|�v�[in�s�^�z0i/o�sm�n0c�nn zi{�q�[0"�]n:ghv�n�b/gnn as n�n ĉryepg �]n:ghv�n�^(u�nmb�w{qc�[(ufn978-7-121-38975-7 �]n:ghv�n�nw�[��c�[yo�_o�;n �]n:ghv�n�b/gf[`n��,gfn�nabblq�s�vrobotstudio:ghv�n�nwo��n:n�w@x ��|�~0w�n�~�nrobotstudio�w,g�d\o0:ghv�n�y�~ z0:ghv�nꁨrh���ub0smart�~�n�v�^(un ybg�nw!j�w�v-d�^0yt��|�~�v�^(u0:yyehvꁚ[inlub�_�s0ꁚ[in!j�w0,gfn�v�o͑�p(w�no(urobotstudio�[�su�n�~�v�nw ��978-7-5682-8412-7 �]n:ghv�nos\o�^(u�w@xhg/c �~��vl;n ؚ!h�]n:ghv�n�vsqnn^u�,gfn�n �e�^�b�s ُnxq�w�]n:ghv�nos\os�^(u:n;n�~u\_���� ��n�~�n�w�n�quo�oo`�vapi�v:ghv�n z�e_0�ncobotsys sdk:n�o�n�~�n�w�n oahv�oo`�v:ghv�nsdk z�e_ �؏�n�~�n�w�n:ghvf[`n�v�]n:ghv�n�^(u �ُ�n z�t�^(u�v�e_��:s r�n o�~�e_0 �]n:ghv�n�b/g�nxt978-7-5692-4778-7�s�]n:ghv�n\on�|�~��xh���ĉrnos��c6rxvz�]n:ghv�nos��c6r�|�~xvz�nxt�,gfn�~t:ghv�nf[�vmr�lxvz�et ��[^�;n�nsq�| n�v�s�]n:ghv�nos�\on�ۏl��n�meq�t�|�~�vxvz0,gfn;n���q�[�y n�(1)��hq�[�v�qyy:ghv�n�|�~�vxvz�s�r�t�su\�etۏl��n�~�� �v^r�g;`�~�ny:ghv�nos��|�~�vyr�p0(2)xvz�nus:ghv�n�w�n�e��os�vh���ĉr�0978-7-111-64070-7pqn� ��n>n;nؚ!h�,gfn�v�~�n��ƌ0r�q�~�d\o�]n:ghv�n �v^�s9hnc�[e��^(uۏl��w,g zُn;n�� ��n�]n:ghv�n�v�]4yabb0kuka0fanuc�tmotoman:n;n���[a� ��ǐxq�w\onhh�o�[�]n:ghv�n z�t�d\o�v�vsq�w@xqq'`�ۏl���~�v� �=\ϑ�s f�v�qyяt^eg(w:ghv�nt��xvz�tu�n�^(u�eb��vg�3 as n�n �v�[͑�p�qhrir�qhrĉry��v �s�n:g�h�] z�|r�|�tyepg nf�ؚi{ye�� as�n�n ss���] z���r�w{q978-7-111-64249-7 �]n:ghv�n�b/g�w@x�svq�^(u4b�qzf �tn h;n1ؚi{b�!h:ghv�n�] z�vsqnn�v^u �\o:n�nn���w�v�ƌ{|,g�yyepg �_n�s�o�vsq���w�v�] z�b/g�nxt�s��,gfn\�]n:ghv�n�vlx�n�t�c6r0o��n z�t�^(uۏl� g�^tet �����n�]n:ghv�n�b/g�w@x�svq�^(u0hqfnqq10�z �;n���q�[s�b��]n:ghv�n�i��0�]n:ghv�n�v:g�h�~�g�|�~�tq��r�|�~0�]n:ghv�n�v oa�|�~0�]n:ghv�n�v�c6r�|�~0abb�]n:ghv�n�vlx�n�t�w,g�d\o0�]n:ghv�2 as n�n �v�[͑�p�qhrir�qhrĉry��v nf�ؚi{ye���e�]�y:ghv�n�] z�|ryepg �s�n:g�h�] z�|r�|�tyepg978-7-111-65150-5 4l n:ghv�n�c6r�b/g�f�^�qi{w��,gfn/f:n�nof[u�c�c4l n:ghv�n�c6r�v�w@x�wƌ �wqy�n�n4l n:ghv�n�^(u�t_�s�v�w,g�b�� ��q�v0yepg;n���n�~$n>k4l n:ghv�n�c6r�|�~�v����n�[�s �hqfnqqr:n10�z ��q�[�m�v4l n:ghv�n�c6r�|�~�st0�~b0;`so�ehh����0�c6r�|�~lx�n����0�c6r�|�~o��n����0�c6r�{�l978-7-111-65523-7abb�]n:ghv�nxq�w�^(uhh�o���]n:ghv�n�^(u_�s0�ջ0�s:w�~�b�v�] z�b/g�nxt�,gfn�nabb�]n:ghv�n:n�o ��meq㉐g�n�]n:ghv�n(w�[e�u�n-n�vňm�0�b�w n�e0cnc�s>e�e0'_ q0ؚ�r�b5*nxq�w�^(uhh�o0 0abb�]n:ghv�nxq�w�^(uhh�o�� 0:n�kn*n�^(uhh�o��d� n�nz��b�nw�]\o�z(�ǐkb:gkb�cfn-n�v�^�n�~x n}�)0 0abb�]n:ghv�nxq�w�^(uhh�o�㉡978-7-111-65650-0�]n:ghv�n�]\o�zz��b�nwye z h�k� �bho ��h�x;n�,gfn�nabb�]n:ghv�n:n�[a� �o(uvq�nwo��nrobotstudioۏl��w,g�d\on�]\o�zz��b�nw �nǒ(u �wƌ�p n �] z�[�o �v�~t�v��㉹e�l ��ǐkq*n�w@x�z���v�wƌ�pyef[n$n*n�] zhh�o�[�]n:ghv�nz��b�nw�]\o�zۏl�vr�g �ssrobotstudio�{�nn�[ň0�g�^�]n:ghv�n�]\o�z�nf�ؚi{ye���e�]�y:g< hv�n�] z�|ryepg978-7-111-65835-1�]n:ghv�n�w@xpqn� ��s�q�n;n�,gfn/f9hncye���ؚi{f[b�ꁨrsnnyef[c�[�yxt�e��^�vyef[h�q(�sgq�v�[�t:g�hl�n��^�v�]n:ghv�n�|rh�q) ��~t�w{q�^(u�w�] z�b/g�nmb�v�[��yef[yr�p�t�яt^eg�[�n:ghv�n�] z�^(u�v�[��;`�~�syef[�~���q�v0,gfnr:n�w@x,dџ�{�t�r�]�hkm�{ ��n�n�~�]n:ghv�n978-7-111-65964-8 �]n:ghv�n�b/g�w@x�yo\i{w�@,gfn�s\o:n,g�y�t�vsqb�!h:ghv�n0zf��6r ��s�vsqnn�vyef[(ufn �_n�s�o�n�n�]n:ghv�nxvz0_�s�s�^(u�v�yx�]\o��t�] z�b/g�nxt�s�,gfn�|�~�n�~�n�]n:ghv�n�v�w@xt��0sq.��b/g �;n���q�[s�b�]n:ghv�n�v:g�h�~�g0�]n:ghv�nџ�rf[�t�r�rf[ ��]n:ghv�n�v oa�|�~0�]n:ghv�n�v�c6r�|�~0xq�w�]n:ghv�n�v�d\on z0�]n:ghv�n�v�y�~ zn�nw0�]n:ghv�n�vxq�wl�n�^(u0:n�cgs����v:ghv�n�d\o978-7-111-67380-4�]n:ghv�nɩb�^(u(:g�g�����{)�b�[xq�gfk��w� :g�g�] z^ �5u�c�] z^j,gfn�n�~�n�]n:ghv�n�vɩb�����s�^(u �͑�p�����]n:ghv�nɩb��y(u�n�~)�v:g�g�r �n�n�ehh�����v��㉌t���[:n;n �(u'yϑu�nhh�o�v�zso�v0am z�v0�d\oek��i{ۏl��v�ev^��vu\:y �o��������_0w�c�c�]n:ghv�nɩb����(:g�g�r)�v���p�t�b�� �/f �{us0�b0�[(u0�cgs �v�b/g�_� �.^�r����_��c�c�]n:ghv�nɩb����(:g�g�r)�]\o�v8^ƌ0�e�l�t�b�] ��cؚ�]\o�b��0,gfn�q�[�k���c0wl �㉳q����v�u�p ��q�[�rbl�[bs0,gfn ��bond��m�] z^�~t�[e��]\o�~��ۏl��q �(w�q�[ n�f �c0wl �t&{t�nn�nxt �[b�w�� �bl0�boo6r �n�b/g�so �]\o�_�x0f[�sopno04ng�_��cgs�b�� �v�u�p ��v�c�non�[���q�s �.^�r���ŏ��c�c�]n:ghv�nɩb����(:g�g�r)�v�]\o�b��0978-7-5623-6317-0 �]n:ghv�n�^(u����n�nw v�#wt ��n�nؚ �hg!`;n �]n:ghv�n����xvz�nxt,gfn�q�[�nf[`n�n�r:nuscqۏl��~�~ ��k*nf[`n�n�r1uf[`n�n�rfn0�n�r�qy0�n�r�[�e0;`�~nċ�n�v'y!jww�~b0f[`n�n�rfnjt�wf[xt �,g!kf[`n����[b�v�]\o�t(�ϑ��bl ��ǐ,g!kf[`n�n�r�vf[`n ��s�nf[0r�t�n�wƌn�b�� ��]\o���r�s�n���_�t�n�cgs0�n�r�qy!jww g�r^*n_978-7-5198-4978-8r�[���~%�fanuc:ghv�n�^(u�b���[�� _)y*mi{w�@,gfn�s�o�]n:ghv�n0:g5unsosnn�vf[uf[`n�]n:ghv�n�stn�^(u�vyepg �_n�s(u�n>yo�w��:g�g0on�[�]�nۏl��]n:ghv�n�b/g�v�w���,gfnu��_ �n���r�w{q:n8h�_ ��n�b�����~:n;n�~ ��nt���wƌ:n/e�d �v�q`�` �ǒ(u�w�n�]\oǐ z�v�n�rq��ryef[!j_ ��n�]n:ghv�n�v9*ny��v �qq19*n�n�r�[������:n}�so �o�����ƌfanuc�]n:ghv�n�v,gson�c6rhv �f[oo(u:yyehv0��n:ghv�npwh�|0:ghv�n z�^�d\o0:ghv�n z0�^(uroboguide_�s�s�x0:ghv�nɖɉ�c6r0���x:ghv�n�^(ui{ �hqb��c�cfanuc:ghv�n�v�^(u�wƌ�t�b�� ��cؚ�]n:ghv�nr�e�^(u_�s���r0978-7-115-52327-3 �]n:ghv�n z�d\o�vsqnn^u ��]n:ghv�n�b/g�nxt�,gfn�w�nfanuc�]n:ghv�n ��n:ghv�n�^(u-n�c�c�v�b���q�s �1uemeq�m0�_�^nۏ0w�n�~�nfanuc:ghv�n z�s�d\o�wƌ0vq�q�[(weq蕧~ye z�v�w@x n�x�r�n'yϑ�vy��v�^(uhh�o �m�t0n�[�v�[ir�vgr�t�d\oek���v ��|�~�v�n�~�nfanuc lr mate 200id/4s�]n:ghv�n�w,g�wƌ0y��v�^(uzf��6r ��^(u�w�nmb�w{q�|rye z �]n:ghv�n�b/g978-7-115-53022-6�]n:ghv�n�s�^(u���nns �y!`w��,gfn\�n�~:ghv�n�v�nu0�su\�tr{|�i�q ��]n:ghv�n�v�~b0yr�p0�~�gb_`0�b/g'`�����~����]n:ghv�n�v�~b��n�s o�r�|�~�~�g ��[��l�q�hv0rv�q�hvi{8h�_��n�v�~�g�st�t�[ň�~�b��blۏl��meq�f��[5ul�c6r�|�~�v�~b�s�c6r��n�v�[ňޏ�c�b/gۏl�hqb��n�~978-7-122-36010-6 �[�]�]n:ghv�n�neq�0r�|�",gfn�t�]n:ghv�n����0o(u �_n�s\o:n�~�o�nxt�tؚi{f[!h^u�v�s�fn,gfn�[�[�]�]n:ghv�n�v�^(u�b/gۏl��nhqb��f ��q�[�m�v:ghv�n�w@x0:g�h�~�g�st0\on z�^����0:ghv�n�d\oi{0hqfn\�n�]n:ghv�n�v�^(u��bl�q�s �(w�n�~:ghv�n�nu0�su\0r{|0�^(u�s�]n:ghv�n�~b0yr�p0'`��i{�wƌ�v�w@x n ��[�]n:ghv�n,gso�s�smohv0��l�q�978-7-5606-5555-0�]n:ghv�n�y�~ zn�nwnsosye z �?�>� ��e�y�l ��k�hf;n978-7-111-68200-4(�e) po䅌t_n, s^cq�tf_, s^0ux�nw�cny69.002021.8 ꁨr�c6rnn�vsq�nxt�,gfn�shr(w2013t^���_�e,g��kmnꁨr�c6rf[ow�\ovy, /f�e,g'yf[^�lǒ(u�vꁨr�c6rye�yfn0/fn,gb�t,g�y�tn�yb\!k�v0�~ts_�n�c6r�b/g�su\�v�~xq�c6rt��ye�yfn0:n�o�nrf[�t�, ыw��[�sfn�r�q�[ۏl��n�c, ۏ ��z�q�n͑�p, �[t�ypef[lq_�vh����e_�t tinۏl��n�=\�v�f, yr r�[�_r�e z_n�~xq�c6r���vsqt�'`0n�c6rf[�vsq�vpef[�q�[ۏl��neq�[, v^n�~t�[e��^(u�[pidi{�c6r�e�lۏl��nvr�g0978-7-111-68287-5;n4t�mcny44.80,gfn�t\o:nnf�ؚi{ye��:g5u{|�vsqnn�c6r�] z�� z�vyepg�,gfn;n��b�t:g�h{|0:ghv�n{|�svq�n^��c6rnn,g�yu, �q�[s�b�c6r�v�w,g�i�_0�su\�s z, �c6r�|�~�v�r`pef[!j�w0�e�w�w`�t�^r�g0��]r�g�t���{0���syr'`03z�['`r�g0�~tn!hck, �n�st�z�vsq�vmatlab�nw0,gyepg�n:g5u�|�~\o:n;n���c6r�[a�, �[vqpef[!j�w�t�e�w0���wr�g�~tۏl�͑�p�n�~; @w͑�w,g�i�_�v�^�z�t㉳q:g5u�c6r��v�w,g�e�l�v�f, �{sbeu�s�nn:g5u�] zݍ�y��܏0��p��m�v%n,gfn n�n�tpython z�v1r}y�, �n�t\o:nؚi{b�!h�vsqnn�vyepg, ؏�s\o:nzf���^(ur�e_< �snn�b/g�nxt�v�s�(ufn�,gfn�n�n�]zf���su\:n�e�ǹof, �ǐ20*n�[e�hh�o�^(u:ghvf[`n!j�w�t�{�l, :n�] z�b/g�nxt�c�o��:n��~�v�[b�ehh, �n�o�m�^f[`n0(w�c�e_ n, hqfn�o͑�[r�ey��v�vǐ zۏl��n�~0r r�nteso����0�|�~am z0�[�s!jwwi{҉�^����pencyt0!j�w���~�s!j�w�^(u, v^vr�g!jww�v�r��0o(u�t z�^�nx0:n�o�n���ؚhef[`n, �_��c�c�n�]zf��_�s�e�l, ,gfnm�wy�c�oy��v�����] z�ech0 z�^�nx0�[�sǐ z-n�q�s�v�v^�~�n㉳q�e�l, �s�o���>nn�s n, �n!k_�s0978-7-302-57729-4:ghvf[`nhh�o cny109.00xi, 420u�d,gfn�s\o:n�[python zatq���v�yx�nxt0�n�]zf��1r}y��s�n�nzf���^(ur�e_�snn�nxt�v�s�yepg, _n�s\o:nؚi{b�!h�vsqnn�v�s�fn�,gfn9hncs_mr�n�]zf��:ghvf[`n�v�su\b�g, wqso�����w�n:ghvf[`n�v!j�w�{�l, v^�~�q�nwqso�[�s, g�e�{�lam z�spython�nx�[�s0,gfn�n 'yornnor�e :n�e�ǹof, �~ts_mrؚi{b�!hr�e�[���� z0���[�n�]zf���su\-nn�m�^f[`n�vwqso�^(u, �nؚ!h�� z�[���~�g:n�onc, �ǐ�m�^f[`n_�shh�o��f[u�_�eq�0,gfn;n���q�[s�b: �w�n:ghvf[`n�v20*nhh�owqso�[�s, ,gfn�v�ev^�, 0n�[�[(u, �meqem�q, ff[f(u, �ǐ�m�^f[`n_�shh�o��f[u�_�eq�0978-7-302-59097-2artificial intelligencefrom beginning to date�ehrzixing cai ... [i{] cny258.002021.1027, 544u�<,gfn�s\o:nؚi{b�!h�vsqnn,g�yu�txvzu�v�n�]zf���� zyepg, _n�s�o�n�n�n�]zf��xvzn�^(u�v�y�b�]\o��t�b/g�nxtf[`n�s��,gfn�m�v�n�n�]zf���v^�l���w0��hq, ,gfn�|�~hqb�0w�n�~�n�n�]zf���v8h�_�wƌ, s�b o�~�n�]zf���v�w,gt���t�b/g, ���{zf���v�w,g�st�t�e�l0vq!k, ,gfn�o͑�n�su\ŏ�0�^(u^�l�v�n�]zf���e�b/g, �[^y�~q�~�t�m�^f[`n�svq�^(uۏl��n��:nhqb��v�n�~0�q!k, ,gfnt��n�[��ؚ�^��t, ,{8�z�,{12�zr>n�n�n�]zf���v�^(u�[�o, �yn�[�|�~0zf��ĉr0zf��a�w0�6q��yti{, g�r�n����[�n�]zf���vhqb�t�0978-7-5689-2882-3#decrypting the intelligent era 2021*a digital intelligence map from the futurecny98.002021.08592u��,gfn�n�b/g�ynfnhh�o����vb__, �[teht�szf��s�e�nb�4n�v:gg�ncb, v^(wdk�w@x n, �meq��� ��o\hv8hq  �nt�pe�{(u ̀t�v�nnyonlu0 ybgq�~i{, �m�v�nzf���n�0zf���w^00wtzz��zf���t�n�]zf��>yoi{�eb��v�|�~zf���^!jn�osbl�0978-7-312-04848-7:ghv�uɉ���_ili{w�s_�n�yf[�b/g�w@xt��nmr�l�xvznfncny42.00o,gfn�t�nu�uɉ0�n�]zf��0uir;sf[�] z0uirsf[ oahv0�oo`�yf[i{f[�y�v�yx�]\o����, _n�s�o�[�nu�oo`f[�tzf���nhv�|�~i{�n�sf[�yatq���vؚi{b�!h^u�s��,gfn�q�[;n��eg�\o�яt^�vxvz����, ����n:ghv�uɉ�v�i�_0�w,g�q�[�t:ghv�uɉ*geg�b/g�v�su\0͑�p�c��{|yoain ��s��:y@w`7h�v>yo�su\tp242-49978-7-121-38381-6 �|�~03z�[n�c6r�w@x �e�[ ����^ � znw�26,582u�ꁨrsxvz�nxt�,gfn�|�~0w�n�~�n�_r�e z�t�c6rt���svq�^(u0,{n�r:n��y�wƌ ��nɩt�tq_\�v�w,g�i�__�y ��n�~�^ϑzz���t�~'`zz�� ��n�s�v~��w5�t���vn�n͑���~�g�tvq�n�eb��vn�n�w,g�wƌ�,{�n�r�n�~^��~'`�|�~�vn,�t���tlyapunov3z�['`t���v�|�~t���,{ n�r:n�~'`�|�~978-7-5682-9272-6 ^��~'`�|�~nzf���c6rğpg �r��,gfn�t�n:g�h�] znn�vxvzuo(u:g�h�~�g{�ϑs�tؚ�џ}��v�bl �_w�^��~'`�r�rf[�t^��~'`/c�rf[�y�etŏs�su\ �џ(uhqۏ�v^��~'`nzf���c6r�e�l ��s�n ghe㉳q/c�r�c6r�t:g�hџ�r�c6r�0,gfn͑�p����n^��~'`�|�~t���svq(wzf���c6r���w�vxq�w�^(u �,gfn͑ɖt��n�^(u�v�~t ��o!k�n�~�nxq�w^��~'`978-7-5180-7099-2�w�n��km�c6r�v^��~'`�|�~ ��oѐpqw�^��~'`�|�~(ꁨrs)xvz�nxt�!j�w��km�c6r�{�l/f(w�]nu�n-n�su\w�eg�vn{|zf���{�l �n�]n�^(u/f�[ n�sr�v �n��y ghe�vytwq g��eqn���q(�r`)�~_g0^��~'`0�e�s�n�sy�sϑi{� ��[�s ybg�c6r�vh ��s�]�_0r�c6r���wxvz��v���sv^�~�nؚ�^͑ɖ0fo�v:n^��~'`�|�~/fn*n�k�� ybg�v�|�~ �@b�n978-7-03-064458-9�s:\�^qq/ct���svq(wee��ʋ�e-n�v�^(uhg�^ns �ht{v�gw�^��~'`�|�~(ꁨrs)qq/cxvz�nxt^��~'`�|�~�vqq/c n�n g�m;r�v:gt � �n(w�] z���w g^�l�v�^(u�ny:su`0o�r�tyr'`�,{2�z�n�~influxdb�[ň�r�to��ns-n�vt z�^�,{3�z�n�~influxdb�v�qeq�t�g��d\o�,{4�z�n�~influxdb�vޏ�~�g⋌t�oyuv{eu�,{5�z�n�~influxdb�v�����t�ccg�r���,{6�z�n�~influxdb�vɩ��tؚ�s(u�r���978-7-111-65200-7�]n�c6r�|�~�[hq (�)^�eas�?�kq�fw�>,gfn�t�n�`��nx�osq.��w@x���e�|�~�s�xep�x�v�[hqn�[ ��n�s gtq��ۏeqq�~�[hq���wbck(w�[bl���_�]nq�~�[hq�����vitnn�nxto,gfn\.^�r���t�q�~�[hq�v�w@x�wƌ�t�g�^�[hq�]n�c6r�|�~@b��v�]nos��0�ǐw�[�vhh�o �`o\�f}y0wt㉉[hqom�n�s�yuo)r(ut�y�b/geg�b�_@b g{|�w�vq�~z��0978-7-111-65199-4 �w�nf[`n�v���^�c6rt���s�^(u (�)fz�t���,gey�e�fw� �vy�]n�c6rnzf��6r �nfn9,gfn�s\o:nؚi{b�!h�vsqnnؚt^�~,g�yu0ux�xxvzu�tnot^�~zs�xxvzu�vyepg �_n�s�n\o:n�vsq���w�] z�b/g�nxt�v�s�fn�,g�e�v�~�w�nf[`n�v���^�c6r0��hq �͑�p�n�~n�n͑���vpef[�]wq�6qt͑�p���,gfn�v͑�p�q�[��w�n!j�w�vb�~xq�v���^�c6r0�e!j�w���^�c6r�t���^�c6r�vf[`n�,{3�z@w͑�w�n�gf�q�r�ru:g0���{:g�c6r/fn��~t���{:g0ꁨr�c6rt��0ꁨr�c6r�] z0ꁨr�nhv�t5up[f[�vf[�y0bc�s݋� ����{:g�c6r�|�~o(uꁨr�c6r�|�~�v�c6rhv�f�n�n�s�y�v!j�b�c6r�|�~ �fo/fُ�y�f�n n�n�n/fn�y�f�n � �/fn�ygsns0,gfn�meqem�q0w�����n���{:g�c6r�|�~-n�vt���tt�yo�lx�n�^(u�b/g0�q�[s�b���{:g�c6r�|�~�v tin0�~b0r{|�t�su\ ��q�y8^ĉ�v�c6r�e�l �;`�~�c�snǐ z�s� ����{:g�c6r�|�~-n�v8^(ulx�n ����{:g�c6r�|�~�v����n�[�e ����{:g�c6r�|�~�����vn,��sr�tek�� �v^�n�[�o�f���{:g�c6r�|�~�v�[�sǐ z0978-7-5046-8301-4 zf���c6r�e�ln�^(u �sޘí �h��o��;n zf���c6r�vsqxvz�nxt},gfnr:n n n$n�q� n�q�n�~�nzf���c6r�vt��nso�|�svq�su\�v�s�s̀of �;n��s�bf[`n�c6r0�w�nb__�|�~n;����vzf���c6r0yzf��so�c6r0���{zf���c6r0q�~�c6r0pencq��r�c6r0s^l��c6r0zf��id�c6r0!j6r�c6r�s^y�~q�~�c6ri{;nam�t�etq�v�e�l �v^�[�vr_�sos< 0n=r �!s�hw�ϑp[�vsq�b/g�nxt��[te�vϑp[�c6rt���v�^�z�[�nirt0sf[0ϑp[�oo`0�~s|�b/g0uir�b/gi{���w�v�su\wq g͑��ain �ϑp[�|�~�c6r g@w�]'y�v�su\mrof0,gfn�nϑp[�|�~�r`nblocht�v�quosq�|�n�s�n6� t�eϑp[�|�~�r`os�vn�ybl㉹e�leqkb �r r�[\핌t_>eϑp[�|�~�v�c6rt��n�e�l�v�978-7-5612-6835-3 �c6r�|�~����n�nwѐi`��w�,gfn�t,g�y�n n�vsqnnf[u�s�]\o�nxt�f[�v�]wqfn�,gfno(umatlab/simulinkeg�n㉧c6r�] z�v� ��q�[s t$n*n�r�,{1�r�n�~simulink�vo(u�e�l ��n�w,g�r��0rؚ�~�r����m�t��oۏl��n��~�n�~ �v^r�g�n,{n*n!jww�,{2�r�n�~�c6r�|�~�v����0r�gn�nw0�y�e�w�t�^r�g0���w�t�^r�g09hh����l0�r`zz�������l�978-7-121-37969-7 ǐ zňy�c6r�b/g�s�^(ungvf;n,gfn�tǐ zňyn�c6r�] zi{�vsqnn,g�yuo(u�,gfn�~t�c6r�w@x0�c6r�b/g�t�c6r�] z�vnsos�wƌso�| ��n�~�nǐ z�c6r�w@x�wƌ( t�c6r�|�~�w@x0�c6r�^!j�w@x0�hkm�b/g�w@xi{)0ǐ z�c6r;nso�wƌ( t�hkm�b/g�t�c6r�|�~)0�c6r�] z�^(uhh�o�v�q�[0hqfn�wƌ�p�ۏsq�|npf��c6r�w@x �hkm�b/g �c6r�^!j �{us�c6r y978-7-122-36165-3 ǐ z�c6r�e�l�shh�o���^r�ėw�0,gfn�t�[ǐ z�c6ratq���v������ �$\vq�t(wu�n���w�t�] z���w�n�n�b/g�s�{t�]\o�vnn�n�x�s�� 0ǐ z�c6r�e�l�shh�o��� 0nfn;n���n�~�nnwy�|�~�vǐ z�c6r�e�l ��n㉳qǐ z�c6rĉr0��r0gbl�0ċ�n09eۏ-n�vn�n�w,g�0,{1-3�z;n�����hqwy�e�l�v�w,g�q�[�n�s�e�l�vǒ(ut1u�t�onc �wqso�q�[s�b�����ǐ z�v�[innh�:y0ǐ z�v�w,gyr�_�tǐ z-n�e0�^�~0�s�978-7-302-55012-9�w�nlmi�v�c6r�|�~����0r�g�smatlab�nwrё(t �r�_pgw��c6r�|�~f[`n�e,gfn�nmatlab�nw҉�^�|�~0w�n�~�n�w�nlmi�c6r�|�~�����v�w,gt��0�w,g�e�l�t�^(u�b/g �/f\o�yt^eg�n�n�c6r�|�~yef[�t�yx�]\o�v�~vf0978-7-312-04849-4�c6rv{eu�i�_�����ehhub�b/grlk�w�?,gfn�s�oꁨr�c6r0����t��0�n�]zf��0�wƌ�] z0�|�~�] znr�et��i{���w�v,g�yu0xvzu0�] z^�b/g�nxt�t�yx�]\o��s�n�����c6rv{eu�v����/f�c6r�|�~�����v8h�_t��0,gfn�sgq:g�h���w�v�i�_����t�� ��~t�r���^!j0�wƌh�:y0�����ct0b_`�~tn�]\oamqi{�n�]zf���t�|�~�] zt�� �\�c6rv{eu�v����rr:n�i�_����n��~����$n*n6��k ��n�~�n�c6rv{eu�i�_�����v�ehhub�b/g ��^�z�n��n�c6rv{eu�v�|�~s�i�_�����ehhub�e�l0978-7-5625-4938-3cordic�{�l�svq�^(uxvz�y�n�\i{w�d,gfn/f\o��v�as�qt^eg�n�n��o�|�~����0pew[5u����tؚ�zpencl�bchv��gr�����v�[��ǐ z-nb�g�v�c�p�t;`�~ ��ncordic�{�lt���svq�] zs�^(u:n;n�~ ��~ty��v_u\�t��gr����-ng�0r�v�[e�� ��[pew[��o���w@b�m�s�vcordic�{�lt��0;n���[�s�e�l�n�s;n���^(u���wۏl��n��:nhqb��vr�g�t;`�~0,gfnqqr6�z ��m�v�n�n n�q�[��nr�gcordic�{�l�st�tmatlab�^!j_�y ��c@wxvz�ncordic�{�l�vy�y�[�s�e�l �s t�w,g�[�s�e�l�t3�y9eۏ�[�s�e�li{ �v^�k���n�[�n n tyr�_�to:�pi{ �6qt͑�pxvz�ncordic�{�l(w�v�c���stbhvdds�tck�n��] ns^a�!hckqeci{���w�vwqso�^(u0,gfnt��t��|�[e� ��q�[0n�[ �b\!knpf ��c���~� ��s��'`:_0,gfn؏�c�o�n��~�����nx�t�nw�~�g ��e�o���t�wqso�[�sǐ z�t͑�s�[���~�g0 htvy�_ �_[o �h��qw��n�n6r ��yf[�t�b/gxvz�s�n�t_�s�v�y�b�]\o��,gfn�z���y�bmr�l ��l͑�[�� �eqr����n6r �ňynǐ z�vpew[szf���c6r�v�i�_0�q�m0̀of0�vsq�|�~�t�^(u�b/g ��~t�c���npew[6r �nzf��6r �-nzf���c6r�vt��n�e�l �����nyt� tekџ�r�c6r�|�~�v�^!j ��n�~�n�w�nl]eq_�|�~�v6r �ňyꁋ_�c6r06r �ǐ z�vzf���v�cn�n�t(�ϑ�vzf���c6r�s�w�n!j�|�c6r�v ybgu�n6r ��|�~ňyzf���c6r0b�t6r �ňy�vzf���v�c�o�syt ��n�sy oahvpenc��t�{�l�t;s�u�^ yňy�vzf���c6r �gt�����n�w�npew[j[u�vzf��6r �n�c6r0978-7-121-40537-2ǐ z�c6r�svqmatlab�[�srsf�s;n ,gfn�s\o:nؚi{f[!hꁨrs{|nn,g�y�sxvzu�vyepg �_n�s\o:n gsq���w�] z�b/g�nxt�v�s�fn�,gfn/f:nؚi{b�!h�n�]zf���vsqnn �n�]zf�� eq��� zhq�e�����q �wq g0n�[�[��yrr��v;nyepg0���[ؚ!hf[u�v�su\�bl �,gfn�q�[s�b��nhn/f�n�]zf��0ai ���w�^(u�'ypenc`�~0d"}�{�l0�wƌh�:y0:ghvf[`n0�m�^f[`n0zf��:ghv�n0�sozf��0zf��6r �0zf���v�pygl�zf�� ؚi{b�!h�e�]�y�[���|ryepg978-7-115-55715-5tensorflow 2 �[b/,gfn;n��b�t z�^xt0�n�]zf���nn�nxt �_n�t\o:n'ynb�!h�vsqnn^u�vf[`n(ufn�t�w��f[!h�vyepg�,gfn�n�m�^f[`n�w@x�wƌ_�y��� �.^�r���eq��m�^f[`n�ttensorflow 2�v�wƌ�6qt �r r�ǐ�v�pyt�t�6q��yt$n{|�[�o�v�n�~ ������ۏnek�c�c�m�^f[`n�v�^(u�gt ���㉆n�[�b^y�~q�~�t:_sf[`n�v�wƌ �&^�����ۏ6��m�^f[`n�q�[0:n�n�����f[�n�(u ��c�oy*n978-7-111-65879-5ns�;n17,138u�t,gfn�qt�_hqۏ0͑(w�^(u �;n���q�[s�br�c�n�]zf��0���w�n�]zf���v�w@x/e�d0���w�n�]zf���v�^(u�b/g0�c"}�n�]zf���vl�n�^(u�v*ny��v0�fn�ǐ�ew[0ɖ��0�r`�v�t�[��s^�si{y�yb__ ��zso0y҉�^0wht�s�q�[ ��gbn*nyenf[�v�n�r�|�~0978-7-111-65204-5:ghv�nf[�t�n�]zf��-n�vl�:nh2(^txq)s|gk\��y��9n�w^x(michele colledanchise) �(^txq)|_�_�eyyoq_�t�t�l�_ĉ6r_ ��bi{�q�[ ���9h�n�n0w�ʑ�n �nhn/f�n�]zf�� ��c�q�n�n�]zf��(w1\n0���y0�{�l�top�� n�eb�&^egcb�v‰�p ��c�q �n�]zf���l�_ĉ6r���so�|s�v`�~ 0�r҉}q:sww��978-7-5217-1669-6zf���e�n5g0iot�g�^���~zf���e:gg� 2�q(20,490u�)�n�]zf���b/g�nxt �@b gsq�l�nt�q�t*geg�su\���r�v���a,gfn�[iot05g��o�v�su\ ��n�s:sww��n:ghvzf���v'}�[�~tۏl��n��� �ht�s:ghvzf���v�st�t�su\�s z ��svq�[*geg�nn�t>yo�vq_�t0978-7-5124-3279-6 �m�^f[`n�] z^����r�~ye zxowm�oi{w�#,gfn�s\o:n�m�^f[`n�] z^�����vr�~yepg �_n�s�o�[dknnatq���v���o(u�,gyepg�q�[�n�{�l0r�[b ��m�vpef[�w@x0python�w@x0:ghvf[`n0�m�^f[`n�{�l�t�w�npaddlepaddlefh�g�v�m�^f[`ns^�s�[b�sl�n�^(uhh�o �s�b*n'`s�cp��vr^_�[�s0ctr^jt�p�qϑ��0o0:ghv�ыi{0�ǐf[`n,gyepg �����s�n�c�c:ghvf[`n�s�m�^f[`n�v8h�_�{�l�b/g��q�`� :ghvf[`n���w�vsq�nxt978-7-121-36785-4 �m�^f[`nn�vh�hkm \go� � �f �ς�~nsw�!,gfn�t gn�[�m�^f[`nb�vh�hkmf[`n�w@x�vf[u0xvz�0�nn����,gfnqqrn�z �,{n�z�n�~�m�^f[`n�i�_0r{|�txq�w�^(u �,{�n�z�t,{ n�z�n�~�m�^^y�~q�~�tws�y^y�~q�~i{�m�^f[`n�v�w,gt�� �,{�v�z�n�~xq�w�vws�y^y�~q�~ �,{�n0 n0�v�z�gb�n,{�n0mq�z�w�n�m�^f[`n�v�vh�hkm�vt���w@x0,{�n�z�t,{mq�zr r�n�~�s6��k�tus6��k�vh978-7-121-38181-2:ghvf[`nhh�or�gs�nwm�nwcŏ�y�b gp�lq�s;n:ghvf[`n�nxt �o��n z�^����f[`n��,gfnqqr:n4*n�r�10�w@x�wƌ�;n���n�~:ghvf[`n�v�w,g�i�_0python�v�w@x�wƌ08^(u,{ n�e�^ �v^�~tq�~,rk��s�oo`�c�shh�o�t��hypenc�vh��~6rhh�oo����[,g�r�q�[ g�f}y�vt�020 g�vcwr{|hh�o�s�birispencr{|0�e���e,gpencr{|0kb�qpew[�v�pƌ r�t:wof�e�978-7-121-38464-6�m�^f[`n�cp��|�~�s�uw�18,285u�z�m�^f[`n(w�cp��|�~���w�cw��nn:w�b/gi�}t �,gfn�n�m�^f[`n�cp�!j�w0embedding�b/g0�cp��|�~�] z�[�s0!j�wċ0oso�|0nlumr�l�[��i{�q*n�eb��n�~�nُ:w�b/gi�}t-n�v;nam�b/g���p0978-7-121-38425-7python'ypencn:ghvf[`n�[b"�f_w��,gfn�~t\o�asyot^o��n_�s0�|�~�g�g0�{�l�[b�s�w���~�� ��r�n�|�~0w�ʑpython'ypenc�t:ghvf[`n�b/g0�npenc�vǒɩ0x[�p0nm�0r�^�z!j�w0�~��r�g�g�~(umr�z z�^ht�s�~(u7b�vpencu\:y��n�st�s�v�|�~ g�r/ec0�~t�npythonpenc�]wqo(u0�{�l�st0�n�sxq�w978-7-5682-8190-4�m�^f[`n-n�v�v�pr{|n�[�b�b/g _hq�ew�%,gfn�tؚt^�~,g�yu0xvzu�n�s�[�v�pr{|-n�v�[�b�b/gatq���vxvz�nxt�s�r,gfn�ǐ�n�~���[�v�pr{|�v�[�b�b/g ��c���n�m�^^y�~q�~��:k���vǐ z ��ndk_�q�n�[vq�1_'`�vn,�;e�qkb�k �gg���st�oۏ:ghvf[`n0�m�^f[`n0^y�~q�~i{���w�vep�^�su\0978-7-302-54661-0�m�^f[`nnmindspore�[��h���w�,g�yu0xvzub��n�n�vsq�]\o�vo��n_�s�nxt�,gye�yfn\�n n*nb\b��n�~�m�^f[`n0��hq/f�nt���v҉�^ ��n�~�m�^f[`n�vt{|!j�w�t�{�l0,{�n/f�n�[e��^(u�v҉�^ ��n�~�m�^f[`n�e�l(wt{|�^(u-n�vo(u�th��s0gt/f(uns:n�x�vg�e���{fh�gmindspore ��n�~`7h(uُ*ng:_'y�v���{s^�s�s�[�sؚ'`���v�m�^f[`n!j�w ��n ��978-7-111-64677-8 matlab:ghvf[`n< �n�]zf���] z�[��(�)ȏkq\�^�b�e�lkq �(�)�e�����y�xbl��ew�matlabo��nf[`n��s�b/g�nxt�,gfn/fn,g:ghvf[`n�~tmatlab�^(u�[�o�v�~tcws ��(u�n�nn�] z^�t'yf[f[u0,gfn�n�n�]zf��0ꁨr�c6r�{�n_�y ��eku\_:ghvf[`n(w�] z�v�^(u �vq-n����n:ghvf[`n�v;n���i�_0�{�l�t�^(u�[�o0,gfn�ǐmatlab:ghvf[`no��n�]wq�n�~�n�yuo)r(u:ghvf[`n�e�l㉳qn�n�] z978-7-111-64664-8 f[/gmr�ln�[b�^(urp�i{w� :ghvf[`n� �zf���b/g�nxtqُ/fn,g@w͑�n�~�m�^:_sf[`n�vf[/glumr�lۏu\n8h�_�nxr�g�vfnm|0,gfn�[�m�^:_sf[`n�eb��v͑��f[/gۏu\�nuszf��so�m�^:_sf[`n0yzf��so�m�^:_sf[`n0y�n�r�m�^:_sf[`n n*n�et�ht �r r�n�~�nvq8h�_�{�l ��n�s�{�l�v�nx�[�s:y�o0978-7-111-64796-6 kerasؚ�~�m�^f[`n (�)w�\�?���i`nbw��,gfn/fؚ�~�m�^f[`n�b/g�v�~tcws ��q�[s�b�xhv0ub�[�bq�~(gan)0�sr�xhv(vae)�t�m�^:_sf[`n(drl) �(wُ�n�b/g�v�c�r nai�nяg�s�_�n�n�n�w�v�vb1\0,gfn��hq�[yb\a�whv(mlp)0ws�y^y�~q�~(cnn)�t�_�s^y�~q�~(rnn)ۏl��n�i�� �ُ�n/f,gfn-n�n�~�v�fؚ978-7-111-64578-8 (a)1g^xio�zs�~�y\"}w��,gfn�n�~�npenc�yf[���w8^(u�v@b g͑��:ghvf[`n�{�l�n�stensorflow�tyr�_�] zi{�vsq�q�[0�m�v�v�{�ls�b�~'`�vr_0;����vr_0/ectϑ:g04g }��s�e0kgwe�wёy��v q�~szf�� oahvꁨrƌ r:gtn�[�s�e�l vns�etf[b�978-7-5692-6752-5 oahv�[��n�~t�����[��ye zu�y� ��q/c�[w� oahvnn�nxte,gfnr$n�r � oahv�w@x�[��0 oahv�~t�����[��0�q�[s�b��^�sgr o�dhv�[���5u�[_ o�dhv�[����]�r�s�shv oahv�[���5u�mam oahv�[��i{0tp212-33978-7-121-38989-4zf���nhv�����w@x �sep�� ��^��qr �hgy�i{w�ؚ!hkm�c�b/g�s�nhv�vsqnn^u^,gfn�n�w{q �s�w@x0�[�s�_0o����0�s�d\o0���su\ �wq gr�e�|^y�t�[�����r�v�nmb:n�v�v ��n�cؚf[ur�g0㉳q�[e���v���r:n�q�s�p ���hqb�0�|�~0w�n�~zf���nhv�v�w,g�~b0�~�g�t�����e�l0km�c�b/gn�nhvnnĉryepg nf�ؚi{ye�� as n�n ĉryepgtp216978-7-5628-6366-3 zf���nh��stn�����b/g �s��[ ��q�_im;n�,gfn;n�����zf���nh��v�~b�st�n�st�~b�r��~�v�����e�l ��q�[qqr9�z0,{1�z�i�� ��n�~zf���nh��v�w,g�gb0�����e�l0�vsq�b/g�svqg�e�su\0,{2�z;n:g5u� ��n�~zf���nh��v8h�_hv�n�_ythv�n�s;n:g5uv����0,{3�zǐ z��eq/���q�s� ��n�~zf���nh��vmrtǒ7h��ξyi{w�0wt�oo`�|�~ꁨr:g�s�x!j�bxvz�nxt�,gfn�c�q�t���ɩb0wtcqހꁨr:g(ca)0yzf��so�|�~(mas)�t�zf��(si)�v0wt!j�b�|�~(geographical simulation system) ��n㉳q ybg�v0wtf:yhv�v�[�^sq�|�n�s�c6rhvџ�r�et�v��n �ُnzz��:r�o-�s�^�v�['`sq�|�[r0яt^eg �xvz�ǒ(usimon�n�ri{�_xvz:r�o ��s�^�v�['`-n�v�q�z�c6rn��� ��n�sُn���wǐ z�v�_t:g6r0��@w��yf[�v�su\ �xvz�_�ysq�lُnǐ z�v^y�~:g978-7-121-38641-1 �meqem�qpytorch�n!j�w0r�nx _!hwcw� �vsqf[`n��s�b/g�nxt�,gfn��hq�n�m�^f[`n�v�st�q�s ��n�~�yuo�b�m�^f[`n�vt��l�bc:npytorch�nx �6qt�n�~�yuo(w���{:g nџl�ُ�n�nx0\o:nn,gb�tr-n�~����v�b/g{|�vfn �,gfn(wmrb�@b���q�[�v�w@x n �؏�n�~�nf[/glumr�l�vn�|r�[�o ��n�spytorch�v�n�nx�~�g ��ng�����y��o/���m�^978-7-5606-5551-2:ghvf[`n�w@xye z �y�mb �y[ osw�&,gfn�s\o:nؚi{f[!h�n�]zf���vsqnn�vyepg �_n�t勆��w�v�] z�b/g�nxt�s�o(u,gfn�n�~�n:ghvf[`n�v�w,g�{�l0�s�s�su\0�^(umrof�s�vsq�0�q�[s�b�:ghvf[`n@b�m�s�v�_���vpef[�wƌ �:ghvf[`n�v�w,g!j_�t�n�r �^y�~q�~�v�w,gt���s�{�l�~�g �r{|�tz�{|�v�w,gf[`n�{�l �penc�~�^r_�~�v�w,g�e�l ��vt��< �s�e�l�n�ss_mr�k��aml��v:ghvf[`nt���t�{978-7-115-52991-6�m�^f[`n�[�� (�)$\ё��g\<\kqw�,gfn�s\o:nؚ!h�n�]zf��yef[(ufn �_n�s�o�nn�eq��s��,gfn1u�ve��w t�v�n�]zf��xvz��d�q ��rbl�n�{f0f�a�v�e_ ��ny��v:n�[t ��ǐn�|r�v z�^�q�n�r �t����n�~�n�]zf���v�^(u �s�b���{:gɖɉ0�6q��yt�t:_sf[`ni{0,gfn�w�n_�n�v:ghvf[`nfh�gtensorflow�q ��e(wyeo����c�c �m�^f[`n �v�w@x�wƌ0978-7-115-53203-9(a)1g^xio�?�`�b?g _ŗ�n �ng mы/,gfn�s�opencr�gxt0penc�yf[�[�n�s�nuo ^gf[`n:ghvf[`n�{�l�n�s�g�^pencyt0��km�^(u�v�������matlab:n:ghvf[`n���w�c�o�n�_���v�]wq0(u7b�s�np�rmatlab�s�x�c�o�v:_'y�n�n_�vb_lub� �^�8^{�~g0w㉳q:ghvf[`n�0,gfnmr3�z;n���n�~matlab:ghvf[`nrek0o(umatlab�[eqpenc�t�~�~penc�v�e�l ��n�s�npenc0r�wƌ�s�c �-n��3�z;n���n�~�vr_r�g0r{|r�g�n�s�e�vcwf[978-7-121-38522-3t���f[`n�n�]zf��f[`n�nxt��yuo(w�o��,g0w���~penc nlq_�vmr�c n ��[�sy*npenc�b g�eos t0w���~n*nqq�n�v:ghvf[`n!j�w� o�~�v:ghvf[`n�e�l���\@b g�vpencɩ-n0rn*n0w�e(�o�y �penc-n�_) �6qt�qۏl�:ghvf[`n!j�w���~0foُ�y�w�nɩ-npenc�vzp�l�e�uo%n͑�o�[(u7b���y�tpenc�[hq0�y�n �nlu n978-7-115-52930-5 :ghvf[`n_�s�cws(?�9h�^)��s� y����[(rodolfobonnin)w�3,gfn�t:ghvf[`n�v_�s�nxt0pencr�g�nxt0:ghvf[`n���w�v�nn�nxt ��n�s�`��f[`n:ghvf[`n�v�b/g1r}y����m,gfnr:n9�z ��nf�n�c�c�v���w@xpenc�tpef[!j�w_�y �t����n�~:ghvf[`n���w-no(u�vt�y�^�tfh�g �6qt�ǐ g���v:y�o�[�s�vr_0z�{|0r{|0^y�~q�~i{ ��n �㉳q�y�v�pr�g0�6q��yt�t�e���^rpenc�v_8^�hkmi{�[e��0978-7-113-26818-3 :ghvf[`n�e�l�s�^(u ��of�q �2��sc� �o�zw�p,gfn�t\o:nؚi{b�!h�n�]zf��0penc�yf[n'ypenc0���{:g�yf[n�b/g0o��n�] zi{���{:g{|nn�v,g�yu�sxvzu :ghvf[`n �� zyepg �_n�t\o:n:ghvf[`n1r}y��v�s���ir�,gfn�n�~8^(u:ghvf[`n�e�l ��~��t;n���e�l�v�^(u�s�r ��ǐt�z�vhh�o��~�c�� �������|�~�c�c:ghvf[`n�e�l0,gfn�^(uhh�oǒ(upython���q �v^�c�o n}�q@w0penc/f}�so �zf��/f�vh � �:ghvf[`nr/f�npenc��_zf���v�b/g��_0:ghvf[`n/fpenc�yf[�v8h�_ �/f�s�n�n�]zf r�w܏ ���e �y[�~gw�,gfn;n���n�~�wƌ�v1��n�sb�t�wƌ�v1��v�m�^f[`n�b/gяg�s�_�vb�g �ɩ-n�n�~�wƌh�:yf[`n�b/g�svq(w�wƌ���s0�ctn�^(u-n�v͑��\o(u �;`�~勀b/gb�4n�v;n��cb �u\g勀b/g�v*geg�su\�et0ck�e�r\;n���n ybgsq�|�v�wƌh�:y0��ty�n�oo`�v�wƌh�:y ��w�n�m�^f[`n978-7-115-53702-7�silu;n�,gfnr�v�{qq9�z �r rs�b�m�^f[`n�{�n�svq�s�x0^y�~q�~�w@x0^y�~q�~kn�vr_r�g�[�s0^y�~q�~kn�nr{|��[�s0ws�y^y�~q�~�w@x0�~xqws�y^y�~q�~0ws�y^y�~q�~knkb�qƌ rpenc0���yf[`n�{�n�shh�o�t�m�^f[`n�~thh�o0,gfn�q�[��of�a �b\b\�meq ��nf0r�� �)r�n����_��c�c�m�^f[`n�v�vsq�wƌ0,gfn n�nck�e-ns t�n'yϑ�[e�hh�o � �ngt؏ gn�z�~thh�o � t�� hh�o �vyef[�e_ �)r�nye^yef[�tf[ut�0ѐsfn;n��m�^f[`n�v�[(�1\/f�_�mb\�v^y�~q�~ �(w:ghvf[`n�e�l̑ � gn{|�{�l�s�n�]^y�~q�~( artificial neural network ��{�q:nann)_n�{�y:n^y�~q�~(nn)0/fn�y!j�nuir^y�~q�~(�rir�v-n�g^y�~�|�~ �yr r/f'y�)�~�g�t�r���v���{!j�w0,gyepg(w�n�]zf���nmb�w{qǐ z-n�l͑t��n�^(u�v�~t �s�b:ghvf[`n0!j_ƌ r0^y�~q�~i{0�ǐt�z�vhh�o�y�yb\a�w:g0irsoƌ ri{ �ُ�n�b/g�s�nnt*n���w�su�n�sn�0nf�ؚi{b�!h���{:gye�� as n�n ĉryepg978-7-302-56902-2r^_:ghvf[`n�n�f�etxnp[�l(w:ghvf[`n-n�v�^(u��'y_lw�,gfn͑�p�n�~�v�vbl�'yĉ!j�asr ghe �θa�:ghvf[`nlu�v�n�fxnp[�l �勹e�l�s�n^�l0w�^(u�n:ghvf[`n�vosbl��0;n�����[�n8�ƌ r���w�v���h'`:ghvf[`n�{�l0&^ gyr�_ ��b���r�vz�uycq;����vr_�{�l0���[penc�qyo�v�g'y n�vsqycq;����vr_�{�lۏl�xvz �v^�c"}ُ�m�^f[`n�n�tx�s�v�] z�b/g�nxt�,gfn�meqem�q0w�n�~�n�m�^f[`n�v�vsqt���ttensorflow�[�� �hqfnqq8�z0,{1�z�~�q�n�m�^f[`n�v�w,g�i�q0,{2�z��~�n�~�n^y�~q�~�vsq�wƌ ��q�[s�bm-p^y�~cq!j�w0a�w:g0yb\^y�~q�~0,{3�z�n�~�n��^�l���s�v�m�^f[`nfh�gtensorflow 2�v�[ňam zn�eyr'`0,{4�z��~�n�~�ntensorflow 2�v�vsq��l0,{5�z�n�~�nbp�{�l�t8^���vos�e�l0,{6�z�n�~�nkeras!jww�vo(u0,{7�z�t,{8�zr r��~��㉆nws�y^y�~q�~�t�_�s^y�~q�~ �v^�~�q�n�vsq�v�[by��v0�e�]�y�^��kn�n�]zf���|ryepg978-7-121-38937-5�m�^f[`n500� ai�] z^b�ջ�[xq��~�r;n26,453u��,gfn�|�~0w�c���n�m�^f[`n�v�w,gt���{�l�s�^(u0hqfnqq14�z �,{1-3�z�����npef[�w@x0:ghvf[`n�w@x�t�m�^f[`n�w@x�,{4-7�z�n�~�nn�n�~xqq�~�s���{:gɖɉ���w-n8^(u�vcnn0rnn0gani{q�~�~�g�b/g�,{8-9�z�n�~�n�m�^f[`n(w���{:gɖɉ���w�v�vh�hkm�s�v�prrr$n'y�^(u�,{l0-14�z�n�~�n���{:gɖɉ���w;n���vos�e�l�s`�i{ �s�b���yf[`n0q�~�g�g�s���~0q�~os�b�]0���spe�te�s!j�w�v�s)�t�r�i{0,gfn�qz��noyn�~�yx�nxt�s�] z^�v�~�� ��e(w�w{q����s�s�0㉳q�0ibu\��v���r0978-7-121-40830-4opencv 4:ghvf[`n�{�l�stn z�[b1g�ew��,gfn;n��b�topencv���w�vxvzn_�s�nxt �ǒ(u�st�~t�[b�v�e_ ��n�~opencv4�v:ghvf[`n�{�l!jwwn�m�^^y�~q�~!jww-n�v8h�_�{�l�stnc  z�[b0hqfnqq10�z �,{1-3�z ��n�~opencv 4�v�w@x�wƌ0�w,g�v�p�d\o�t:ghvf[`n�w@x�wƌ�,{4-8�z ��n�~k-means0knn0�qv{h0��:g�h�g0boosting�{�l�t/ectϑ:gi{:ghvf[`n�{�ln z�[b�,{9-10�z ��n�~^y�~q�~n�m�^^y�~q�~�v�w,g�stn z�[b �v^�c�o�n n t�m�^f[`n!j�w�v�r:y�o�nx0978-7-5635-6330-2os:ghvf[`n�_nsw�,gfn�s\o:n'ypenc�s�n�]zf��i{�vsqnn�vyepgn�s�(ufn�,gfn�v;n���c���q�[�n/ff[`nr{|hvnyr�_ ��b�e�l �͑�p/fzp$n��vtetxvz �\f[`nr{|hv�vr{|!j�w�g�^ǐ znyr�_ ��b�vyr�_p[ɩd"}ǐ z�~nɩb(w�w�nw� o�v:ghvf[`nfh�g n � t�e9e�ur{|�{�l�v��km'`��nџl�he�s��n/f�n�cؚĉrzz���vd"}(�ϑ�q�s �@wn�o�f�[�n(w勆��w�v�^(u �o����[�g�n�ba��vpef[�i�_�tt���v�[e��^(u g�v‰0wqso�v��ƌ0978-7-302-56639-7 :ghvf[`n�stn�[���]ޘ �e�l_w�q,gfn�s\o:n:ghvf[`n�s�vsq�� z�vyef[�s�fn ��s�oؚi{b�!h�n�]zf��0:ghvf[`nbpencc�ci{�vsqnn�v^uo(u �_n�s�o�n�n���{:g�^(u �yr r/fpenc�yf[�vsqnn�vx�s�nxt�s��,gfn�|�~0w�n�~�~��r�g�t:ghvf[`n���w-ng:n͑���taml��vy�y�b/g�svq�w,g�st �,gfn(w�� gsq�{�l�v�w@x n ��~t'yϑpython���[�oo:y�nُ�nt��(w�[��-n�vo(u�e�l0wqso�q�[s�b�~'`�vr_(s�b�\�vr_�tlasso�e�l)0;����vr_0/ectϑ:g0a�w:gn^y�~q�~0z�{|r�g(s�bkgwy�n� pencyto��n�vsq�nxt978-7-121-39629-8'ypencnn��ؚ�e�[ ��_�n;nv,gfn�s�oؚi{b�!h�vsqnn($\vq/fpenc�yf[n'ypenc�b/g0'ypenc�{tn�^(u0�oo`�{t0�~nm�{ti{nn_���v'ypenc�vsq�� z)����f[`n �_n�s\o:n gn�[�[���~���vit�^(u�nxt0�{t�nxt�v�s�fn ��n�s�~�~ye���vyepg�t��{|nn�y�b���� z�v ��oyepg�,gfn�n�~�n'ypenc�v�i�_0yr�p0^:w0�b/g0r�g0�^(u �؏n蕨����n�n���{0�n�]zf���t:sww��i{�p�p�e�b/g�s�^(u �yef[����b\!knpf ��k*nuscq��u��_ t7h�v�cso�| ��q�[�v�ev^� ��[�s틀b��0����b��0�ы�b���vf[`n�n�rۏl��ntt�v����0 �n �,gfn؏�[�k*nuscq�vyef[͑�p�tnn͋glۏl��n�lʑ ���n�n�w�n�q�[�v���t��~`n0͋gl�~`n�t�ы�~`n0978-7-111-64139-1pencam:ghvf[`nmoa�[�o (�l)?�\/oyr��k9�yri{w�pencyt�b/g�nxt �zf���y�b�nxt ��vsq�b/gf[`n�nُ,gfn�n'ypenc�v҉�^�|i_0w�n�~�npencamr�g �v^nnpff�a0wu\:y�nyt�r`penc�vgmr�l�e�l0�[&^eg�n�e���ryr�vɖ҉ �͑�psq�l8^��vq�nnw��_eu�vsketchpenc�~�g �v^:n����c�o�n�w�n_�n�vmoa�|�~�vؚ�^�s�[���v nkbcws0978-7-5760-0089-4 pencr�gn'ypenc�[��}v�s;n�,gfn/f2017t^nsn^�'yf[�|�tyepg �1upenc�v�~�~n�{t�w,g�i�_0excelؚ�~�^(u0accesspenc�^�w@x0�e.s�h"}�w@xi{�v'y�~b�r �s�bexcellq_�t�qpe�vؚ�~�^(u0excel�vh��vؚ�~�^(u0excelpencr�gn�qv{ ��n�ss_excel�r n���s�e���_eq�vpenc�~�g�w,g�wƌ0sq�|penc�978-7-5680-6688-4 'ypenc�b/g�stn�[��ng\�l �hgy�w�4,gfn�s\o:n�`�n�'ypenc�b/g�t�^(u�vrf[��vyepg �_n�t\o:n�w��-n�_0it�nxt0onv{r�t�{t�nxt�v�s�fn� 0'ypenc�b/g 0�n��of�a�v��00n�[�v�[�o0�{m�v�vh�0 o�~�t�s�npencyr�_�v�[�k �\'ypencُn���{:gmr�l�yf[u\:y(w���b�mr0�e�n�~�n'ypenc�t�vsq�v�w@x�wƌ ��snwqso�^(u g:g�~tw�eg �v^p�r�sɖs�vh��v;ub�a�zso0w:n���vr�g�n'ypenc�v�b/g�t�st �^�8^�o�n�f[0,gfn�q�[s�b'ypenc�i��0'ypencǒɩ�s��yt0'ypencr�g0'ypenc�sɖs0hadoop�i��0hdfs�tcommon�i��0mapreduce�i��0nosql�b/g�n�~0spark�i��0�n���{n'ypenc0'ypenc�vsqhh�oi{�q�[0/nf�ؚi{b�!h �e�]�y r�eye���|�t�� z�|ryepg ye���ؚi{f[!h:g�h{|nnyef[c�[�yxtoĉryepg978-7-302-54219-3'ypenc�b/g�t�^(u h��^s^ �h��_�_ �-^ۏ1r;n 'ypenc�nmb�w{qnfn9,gfn�t\o:nؚi{b�!h���{:g0o��n�] z0'ypencnn,g�yu�vyepg � t�e�s�oon-n�n�n'ypenc_�s�v�] z^�t�y�b�]\o��s��,gfnr:n9�z �hqb��n�~�n'ypenc�b/g�v�vsq�w@x�wƌ0hdfs�tpenc�^0ǒɩ o���]wq0c�cr�g�{�l0spak���{fh�g0�sɖs0'ypenc�[hq0'ypenc�^(ui{�q�[ �@w͑�n�~�nhdfsr^_�e�n�|�~0nosqli{t�ypenc�^0penc�n�^hive ��n�spencǒɩr�g�b/g �v^m�wy�n��~�v�[��ye z�n�s978-7-115-45736-3'ypency��v�{t�nĉr0r�[�s(�)yr�_�l��b�eas �(�)tn�~�h�^x�_�fw��,gfn�c�o�nn*nfh�g ��nteso n�n�~n'ypency��v_�s�vsq�v�w,g�i�_ �.^�r���ċ0o'ypency��v �t�b�r�v�s�npency��v�v�w,g�� }0hqfnqq8�z ��q�[s�b�s�npency��v�v;n��{|�w0u}thtg0θi��{t0�c�s����0r^_x[�p�|�~0cqpenc�{t0pencyti{0,gfn�e(w������sn�978-7-115-52609-0 hadooppenc�n�^�[b ��w �pqo ��^%ff6q�978-7-5606-5513-0�f�[fki{w�'ypencye��nfnf,gfn�s\o:nؚi{f[!h'ypencnn�et�n�s���{:g�yf[�b/g0o��n�] z0irt�q�] zi{�oo`�yf[�b/g{|nn�v,g�yyepg �_n�s\o:n�vsqnn�v�b/g�nxt�v�s�d��e�ُ,gfn��hq�n�~j�)y:ghv�n �(w��̑`o\���_sq�n�n�n�g�g�v͑���oo`06qt ��`\�v�cۏeq�6q��ytn�6q���]wqs(nltk) �:n�`�vj�)y:ghv�n�^�zn*nꁚ[in��yts^�s0(wdk�w@x n ��`\�g w n t�v�6q��yt�b/g ��n�o�`�s�n:n�` ��bt��v�6q��yt�b/g0 nnek978-7-118-12037-0 �w�nyɖ�v�quo�v�`'` �zsoɖɉ�~t�[*��e�lxvzt[ey��i{w��zsoɖɉxvz�nxt�,gfnqqr6�z0,{1�z�n�~�`'`/ɖɉ�~t�[*��vxvz̀of�tain ��n�s�vsq�b/g�vxvz�s�r�t�su\���r0,{2�z�n�~�n�w,gpef[!j�w �;n��s�b�`'`�tɖɉ oahvkmϑ!j�w�sh�[�e�l0wct��`'`�[*�!j�w�n�syɖ�v�quo!j�wi{0,{3�z�c�q�nn�y�w�nyɖ�vybos�v�`'`/�zsoɖɉ�_�h�[�e978-7-111-64413-2ai:ghv�n�e�n :ghv�nr�e�[��ye z��s��ynfn;n 2�q(117;140u�) :ghv�nr�e�vsqxvz�nxt�,gfn:n 0:ghv�nr�e�[��ye z 2�~ n�q 0 �o(u�n!j_;ng �;n��/f�ǐ!jww0�n�0n�p[0t�0 oahv0 z;ngkn���v-d�^egf[`nu;m-n�vpef[0��ϑl�bc0:g�hirt�wƌ�t oahv�v�]\o�sti{ ���f[u�c�c oahv�st0c�^�st�s�b�] � t�e؏:n5u� z`y�[�n��nb�[�virt�[��`:ghv�n zn�n�]zf���w@xye��978-7-111-64509-24�~ 2�q(66;78u�)�,gfno(u�nmrt scatch�vb_s�v zo��n0f[u�e�sџ(umrt scratch�tarduinomq9�_>eo��n�varduino skethۏl� z�w@xf[`n �؏�s�ǐqx�e!jww0ݔ(�!jww�t oahvۏl�y7hs�~teg6r\o^\�n��]�v:ghv�n �v^)r(uo��n�tlx�n�v�~t�[�s:ghv�n�r�� ��ǐra�����w{qf[u㉳q��978-7-111-64371-51�~ 2�q(101;134u�)x,gfn:n 0:ghv�nr�e�[��ye z1�~ n�q 0 �o(u�n!j_;ng0f[u�s�n�ǐ-d�^!j�wv^�~t oahv �f[`nirt0pef[�wƌ ��oۏ>yo�`a���w ��cgs;���`�~���ri{��ǐ����u;m�v�op[�[�n ���ƌ)y nޘ�v�rir00w nэ�v�n��]wq04l̑8n�v|�{|�s�^q{�]0w n�v�]wqi{0978-7-111-64556-6 2�q(85;112u�)w,gfno(u�nmrt�vb_s z!j_�v5u� z;ng0;n��/f�ǐ-d�^�t zf[`n ���f[u�meq�n��nn�0:o gl���0 oahvi{�vsq�wƌ �f[ot㉌t�~6ram z�v �f[o�yuo�ǐ z�[�s!j�w�v�r��0978-7-03-066364-1ye��:ghv�n�sџfkw���n�]zf��gя�nt^(w�v�qb:n�pkb�s�p�v݋�� �fo/f�_y�n�[�n�n�]zf��v^ n�n�0ype�nɉ�_�n�]zf��}�6q�p�� �fo�y��]؏�_e�܏ ��[�n�]zf���[��]l�n0u;m�vq_�t�f/fqm6q nɉ0vq�[ ��n�]zf���]�~eg0rb�n���� �*geg30t^50%�n n�]\o�\mo\��:ghv�n�f�n ��n�n�^s_�yuo w�_�978-7-5682-8935-1`o}y�n{| �b/f�n ht�_�t ��skf�^;np,gfn�q�[s�b� t�[ t�{�ux[�[��0�n�]zf���d[�r�v�[g�0�_\��ns_�~0�_�ynf�u �:n�n �b�_�_pn0�_\�as-5�vw0�_�ynf�;u0w:nbr0�_\�)ymbkn{ki{0υ(w�y{^̑�vnlu s�n�ynfr\o�qhrny�d�ёd��r978-7-5713-0658-8nޘ �4b�n;n,gfn�t�[�nt�q�~atq���v��� �zf���b/g�nxt��fn��hq�n�~irt�q�v�i�_0�w,gyr�_0�^(u:wof0^:wr{|n�su\v{eu0irt�qn�vsq�i�_�vsq�|0;n���v�[�virt�qbeu�6qt ��nirt�qa�wb\0q�~b\�t�^(ub\҉�^ ��n�~t*nb\�~irt�q�w@x�b/g�s�^(u�st �s�b oahv0rfid0�e�~ oaq0zigbee0lora0nb-iot ��n�sirt�q978-7-03-062889-3n�nqq� �n�]zf��b1\�h{^nluw�o�g ��gwmw�,gfn�t�[�n�]zf��atq���v���d,gfn�nkb:g0r3dsbps ��n7�lkyo�sshw�!,gfn�s\o:n?ev{6r�[�0l�nxvz�nxt0�n�]zf���vsqnn�nxt�v�s���ir�,gfn�r�v�n?ev{0�b/g0�nn0�^(u�v*n�~�^ �hqb����hqt�n�]zf���su\�v�z�nyo�_ n�s\�v�e�w�w@x���e0,gfn-nm� gя90e^�sr'`:ya�v0�st�v ��qas*n�=\�vpench�nl�0,gj\��[w1u-n�vye�� nas�n��[w;n�r ��m3w_� tf[!hos�r �;n��/f �n�]zf��nf[`n�yf[ 0ُ/f�v�q��!k�n �n�]zf��nf[`n�yf[ :n;n���v��[w �wq g_r'`ain0\o:nnluye���vmr�l���� �f[`n�yf[��n�neg �y�sye��lusq�l �_n_��@wnluye��yef[!j_�v�si��et ���eg��y�v�v�[y{�^n蕄vf[`n�yf[xvz�~�~�t:g�g0�sn�eb� �яt^egai�b/gŏ��su\ �:nf[`n�yf[�v�meq�su\�c�o�n g�r/e�d �_n�c�q�n��y�e�v����0,gfnglɩ�n,g!k��[w�v�|i_o��?z0eg��v�qy�vn�[f[��ton�nh��vo���q�[ ��[ϑ0n�[�p� �:n>yolqosb_�nngb�n㉺n�]zf���tf[`n�yf[�v�z7b0978-7-04-051739-2 ꁨrs�] z����n�^(u 0u�|\s �h�ws_l ��g�q�e;n,,gfn�t\o:n�^(u�w,g�yb�!hzf��6r �{|0ꁨrs{|�vsqnn �_n�s�n\o:n�] z�b/g�nxt�v�s�d��e|,gfnqqr8*ny��v ��q�[s�b�ꁨrs�] z���w0ꁨrs�] zhh�o㉐g0ꁨrs�] zy��v�bhn�bh0ꁨrs�] zy��v�c6r�ehh����0ꁨrs�] zy��v5ul�v�~����0ꁨrs�] zy��v�c6rhv zn nmo:g�~`0ꁨrs�] zy��v:g�g�[ňnkmջ0ꁨrs�] zy��v�s:w�[�en�] z�z�]0zf��6r �ؚ�z�] z�b/g�^(u�nmb�w{q�eb_`nsosyepg978-7-03-064848-8ё^\ g:giq5u�x�r��pg�enhv�nğ�~lbi{w�*,gfn�s�oؚi{b�!hsf[0pg�e0irt�t�oo`i{nn,g�yu0xvzu�sb�@b�yx�nxti{����t�s��ё^\ g:g�r��pg�e��t�n g:gstir�tё^\�vyr'` �(wiq5u�x���wu\�s�q�ryr�v�r��0,gfnqqr11�z ��n�~�n gsqё^\ g:giq5u�x�r��pg�enhv�n�v�wƌ ��q�[s�b�ё^\ g:g�r��pg�e(w�siq�tiqopg�enhv�n0^��~'`iqf[pg�e0iq�/5u��sr�pg�e0 oapg�e0�p��pg�e0�n�~ё^\ g:g�978-7-03-059585-0 5u�r�e�~ oan5ulɩb�b/gngey�sw� �e�~5u��o�vsqxvz�nxt,gfn,{n�z�|�~�n�~�n5u�rirt�q�i�_0 oahv0�e�~��o�n�s5ul��yzf��s�v�su\�s�r�n�sn!k5ul��yzf��s�v�su\���r�,{�n�z�n�~�n�[�s oa5ulɩb�^(u�m�s�v�w@xt���wƌ �s�bzz��5u�x:wr^0�e�~��oq�~05u\)y�~0�_1_�o�s�hkm0ؚ�s>e5u�s5uufhe�^i{�,{ n�z��978-7-5682-8333-5 y oahv�oo`��t�[*��b/g3u:_ �hgbo  oahv�vsqxvz�nxty,gfn;n���q�[s�b�'y0wkmϑf[�w@x08^(upwh�|�t�[*��spe�c���y oahv�oo`��t�v�w,gt���as\�f�n�l�v�w,g�stn�e�l�8^(u�`'`�[*� oahv�wct�_�`'`�[*��|�~�v�w,g�stn�e�l�ksf�[*��v�w,g�stn�e�l�ɖɉ�[*��e�l�i����~t�[*��v�w,g�stn�e�l0&s�nt�]'yf[ �snam �^���|�t�qhr�] z  as n�n �v�[͑�p�qhrir�qhrĉry��v978-7-5682-8348-9�oo`���s�b/g  _/cwm � _/cq\ �ng�ypgw�r,gfn�s�o�n�n oahv�b/g0km�c�b/g0�hkm�b/g0��ϑ�b/g0:g5unsos�b/g0y oahvn�oo`��ti{�b/g���w�v�yx�nxt�s� �_n�s\o:nuqhv�yf[n�b/g0�nhv�yf[n�b/g0:g�h�] z0�c6r�yf[n�] zi{�vsqnn�v,g�yu0xvzu�n�n�yf[xvz�sf[`n-n�s��,gfn�{f�|�~0w�n�~�n�oo`���s�b/g-n oahv�v�w,g�st0xq�w�] z�^(u�t�[���[���q�[ �:_�t��0�^(un�[���v�~t0hqfnqqr:n n0-n0 n n�{ � n�{:n�st�{ ��n�~�n oahv���s�oo`�v�w@xt�� �r:n12�z��~�� ��^�s_ oahv �iq5u_ oahv ��s5u_ oahv ��s;�_ oahv �:_978-7-111-66330-0 iq5u oahv�^(u�b/g�s�^ g;nyؚi{b�!hiq5u�oo`�yf[n�] z0km�c�b/gn�nhv0iqf[�b/gn�nhv0km�~�] z0iq5u�hkm�nhv0lq�[�v�p�b/g0uir;sf[�] z0�s�x�] z�t:g�h5up[�] zi{nn�v,g�yu�sxvzu �iq5u�b/g���w�y�b�nxt�,gfn�|�~0w�n�~�nt�yiq5u oahv�v�w,g�st0yr'`0�^(un�su\���ri{0�q�[�v�~uscqnɩbiq5uhv�n:n;n�~u\_ ��z�qyyr'`n�^(u� ��[iq5ub�p ��v�p0�vb_i{�oo`�v�h�s0�hkmnr�gi{�b/gۏl��n��~�n�~0iq5u�oo`�sbc0iq5u�o�s�vpencǒɩn���{:g�c�s�b/g/f,gfn�v8h�_�q�[ ��n�~iq5u�b/g�e�su\�t�e�v�^(u�b/g/f,gfn�vr�ekny0978-7-5628-5995-6�w�x�p�w oahv�ny[�z�m �nhw�@,gfn�s�o�w�x�p�w oahv�vsqnn�vf[u0ye^0�yx�nxtf[`n�s� � t�e�s:n^'y�w�x�p�w oahv���w�v�vsq�nn�nxt�c�o�s��oo`�t�s`��onc�,gfn(w,{1�z-n �;n���n�~�n�w�x�p�w oahv�n�v�w,g�i�_0�w,gr{|0�w,g�st0hv�n�vyr'` �r�g�s6��kx[(w�v� ��n�s�[*geg�su\���rzp�qu\g0(w��t�v�z���|�~'`0w�n�~�nt{|�w�x�p�w oahv �s�bsf[ϑ oahv(fn�v,{2�,{4�z)0irtϑ oahv(fn�v,{5�,{8�z)�tuirϑ o�978-7-5682-8568-1 oahv�b/g�s�^(ungnvf;n oahv�vsq�nxt,gfnqqrn*ny��v0y��vn oahv�b/g�v��ƌn�[�� ��n�~�n oahv�v\o(un�[in0�~bnr{| � oahv�b/g�v�w@x�wƌ � oanc�v�w,gyr'` �kmϑ�v�w,g�i�_�t��]t��i{�y��v�n�y��v�n�n oahv�v�]\o�st�q�s �r r�n�~�n5u;�_05ua_05u�mam_05u�[_0 �\_0�s5u_0iq978-7-03-064508-1�~5� oahv�quo�[h�[mo�b/g�s�^(u �s�m �_[op � _s�w� oahv�b/g�nxt���@wzz���b/g�vŏ��su\ �zz��e�a;m�r-n@bo(u oahva�r ybg�t�|�[ �vq-n�~5�ccd oahv/f�vmrؚhe���swmϑe�apenc�v;nam oahv0 � oahv(wh��quo�[h�[mo/fċ�[�tos oahv�|�~�quo'`��0�o��e�a�[mo�|�^�t�s`�'`�v�_���]\o0,gfn�~tяt^eg�����~b�b�vyy��v�[ؚ�b�978-7-121-38375-5 8^(u oahv�b/g�s�^(u  oahv�����b/g�nxt�,gfn�n�~�n32*nxq�w�v oahv�b/g����hh�o ��q�[s t�msl�hkm�bf�5u���0”�p5u;�)n�^kmϑ5u���0'yl�s�rkmϑ5u���05uam���q�w)n�^ oahvkmϑ5u���05u;��^�sgr�s�r5uehkmϑ5u���0?b��n�^kmϑ5u���0 �\l����5u���0r��|�hkm5u���0zzl(�ϑ978-7-302-55153-9kmջn oa�b/g �ls� �h��n �hgs^w�a,gfn�s\o:n�nhv�nh�{|0:g�h{|0ꁨrs0irt�q05up[�] zi{�vsqnn�vyepg ��n�s�oؚi{f[!h�vsqye^�t�n�nkmջ�b/g�]\o�v�] z�b/g�nxt�s�,gfn�z���n�[f[u�wƌ0���r0 }(�hqb��w{q�v��bl �eqr�q��~xq oakmջt��n�s�nkmջ�e�l�v��t0kmջ�b/gn�oo`�yf[�b/g�v��t ��nkmջam z:n;n�~ ��v�~�] zkmջ�|�~�v���� �@w͑�n�~kmջn oa�|�~�v�w,g�wƌ ��q�[;n��s�b�kmջ�|�~�v�~b�s�w,gyr'`08^(u oahv�n�s978-7-5024-8468-2 �x�8o)pg�en oahv�szs�ei{w�p,gfn�s�o�n�n�x'`pg�e0:ghv�n0 oahv0�c6r�b/gi{���w�vxvz�nxt0�] z�b/g�nxt��� �_n�s\o:nؚi{f[!h5ul�oo`0pg�e�yf[n�] z0:g�h�] zi{nnxvzu�t,g�yu�v�s�fn�hqfnqqr9�z �r r�n�~�n�x�8o)�st0�x�8o)pg�e0�x�8o)tё�v�vnpg�e6ry�b/g0�x�8o)pg�eyr'`��nkmջ0�x�8o)mo�y oahv0�x�8o)�ɉ oahv0�x�8o)�~t�hkm oahvnƌ r�b/g0�x�8o)�_͑ϑ oahv0���x�x�8o)bc��hv0,gfn�|�~0w�����n�x�8o)he�^�978-7-5618-6724-2 �e�~ oaq�~�b/gn�^(u ngn�� ��w�_܏;n�e�~5u��o oahv�b/g�nxt ����{:gq�~�b/g�nxt�,gfnr:nt���{�t�[���{ �t���{hqb�0w�|�~0w����n�e�~ oahvq�~(wsn)�b/g�v�w,g�st0q�~n��o�b/gos��h0�n�e�� tek�b/g0�[mo�b/g0penc�{ti{:n/e�d�v�e�~ oahvq�~�^(u0�[���{;n���v�v/f�n�[���v҉�^o(ucc2530��gr�tz-stackos��heg�[�s�e�~ oahvq�~0݄yr�978-7-03-063344-6  oahvn oahv�b/g uos�n � _�y ��wf_lw��,gfn�|�~0w�n�~�n oahv�v�w,g�wƌ�t�w,gyr'`0 oahv�vh�[�t!h�q�e�l�n�s�^(u�b/g �͑�p����nt{| oahv(5u;��^�s_05ua_05u�[_0�s5u_0�p5u_0iq5u_0pew[_0�xoe0loe0noe oahvi{)�v�~b�~�g�svql�bc�st0yr'`r�g�svq�����e�l0kmϑ5u��svq�o�s�t0978-7-121-37975-8  oaq�^(u_�s�b< /ght�l �b�po�s;n ؚ!h oahv�vsqnn�nxt�,gfn cgqon�[irt�q�b/g�^(u_�s��v���r��bl ��~t�v�[ 1 x ��fnso�|�^����� ��[�e�n�rsyef[����0�nc��:n z�^_�s�]wq ��ncc2530usgr:g0zigbeeos��hi{:nf[`n�[a� ������n6�zf[`n�q�[0,gfn�~ty��vgw�n-n\�won�n�tgs�~:ǹof ��n�n�tkmջ0���r_�s�]\o�\mo�wƌ0�b���bl�q�s ��n�p0r:nbk�v�w@x�wƌ0r�ek�meq�v�e�~��o0�w�nos��h_�s�[�c�z���q�[0b\b\�ۏ�v��h_yef[\of[u(wf[`n-nreksoo�]\o�vpn�� ��o�s�q(w�vf[`nq��r�r0,gyepgm� gmq9��v5up[yef[���n0�~`n���s�t{hh ����mr�0978-7-118-12021-9 �g�z�s�x n�v�e�~ oahv�|�~(�)�t�k\s��b�n�q�_ �(�)?�̑�?���w� �e�~5u��o oahvxvz�nxt�v2��y�b'yf[�`'`�b/gջ���[o�yzs�xf[mo���enfn�,gfn�|�~'`0w�n�~�ny*n�~xq�v�tmr�l�v:ghvf[`n�b/g�svq(w�e,g�w-n�v�^(u0��hq ���~�n�~�nb�t�e,gpenc�v��yt�b/g�t�~xq�v:ghvf[`n�b/g(�y�w5�r�n;n���^!j0z�{|nr{|/�vr_i{) �v^�meq�c���n!j�w�v�st�t�q(wt��|�n�s�v�^�v'`��ċ0o�vq!k ���~�n�~�n�~t_�gpenc�:ghvf[`n�978-7-111-65358-5�n�]zf��_�s�[���n�z:ghvf[`n�[�� (�)*c�n� t yyrw�:ghvf[`nxvz�nxt�,gfn�n�~�yuoo(u:ghvf[`n0�n�]zf���t�n���{�]wq㉳q�s�[nlu�v� �sso`o(wpef[bpenc�yf[�eb��l g�_:_�v̀of�wƌ �,gfn_n���_}y0w_�[`o�meqem�q0wt��vsq�i�_�t�]wq0,gfnu\:y�negꁚnl� �07�lk�t�_o��v:_'y�v�sb�n�n�t �v^u\:y�n�yuoo(upythonpenc�yf[u`�|�~�v978-7-111-66000-2�w�n�~_g�v�e�l (a)l��s�b̑w�%,gfn�tؚi{b�!h���{:g�vsqnn�vf[u�s� �_n�tnluxvz�nxt�t�b/g�nxt���,gfn�nhq�e�vɖ҉��ʑ�n:ghvf[`n�v�w,g!j�w�t�{�l �͑�p�����ns_mr�v$ny�xvz�p�p  ^y�~q�~�t8h�e�l0hqfn'}'}�v�~�n�s�x�~_g-nf[`n�v�i�_ �\&{�s�wƌ�^\o:n�~_gɩt ��ǐǒ(uyf�v�op[0vq-n�_y:y�o/fo(upython�nx(wgoogle�ns^�s n�[�s�v0978-7-111-64304-3 :ghvf[`n�|�~-n�v;e�q�t2��_0(�)�s y9h<\��lw��wkq(yevgeniyvorobeychik) �(�)fz�byr�nwtx\tnyo�tf[/glu��eg��^�l�vsq�l �v^b:nxvz�s�^(u�v�e�p�p0,gfn�|�~0w����n:ghvf[`n-n�v8^(ur{|n�cp��e�l ��n�~�nq�~�pnꁨrr{|n�cp��vt���w@x �͑�p�c���nsvm�tkub_�m�^f[`n978-7-302-54090-8pyspark:ghvf[`n0�6q��ytn�cp��|�~ (ps)nf�b���_�����nk�w�d,gfn�t�`�n�nt�q�n�t�~tl��wb:n�n�]zf���n�t�~t�v��� ��`�n㉺n�]zf���vfun(u��t�nff�an�_� ghe�v�978-7-121-36746-5�meqem�q:_sf[`n z�[b 퐪[ ��[�ogo ��e�r�~w��n�]zf���b/g�nxt,gfn/f 0�meqem�q:_sf[`n��steq� 0�v�y�y�{0��hq�n�~l�\�y y�qv{ǐ z�vt��fh�g �6qt�n�~�w�n�r`ĉr�vv{eu��n�{�l�tyoye��0ye���v*geg�su\���ri{�eb�ۏl��nxvz�t�s` ��c���n(w�n�]zf���e�n�vye��:wof-n �ye���0ye��-n�n0�sye���i{�� }�v�b/gsb_` �hqfn\�v�~ُ�q'y�� }u\_ ��[�nzf���� }�vn� ��cw��v�� }n�� }�v�x�d0��t �r�eckދu�nvq��0(wfn-n ��et�_0�e`�`0�e�e_0�e*geg�nht�s �b�n n/f�[�e‰�p�vhq萛b_ � �/fyb$r�v�~bnr�e0978-7-5635-6058-5 �n�]zf��nf[`n�vi�}t ru�[ � _s� �r�[�[w��,gfn;n���[�n�]zf���e�n�n�n�vf[`n�v;n���eb� ��y�n�]zf���[f[`n�v�q�q0zf��f[`n�v�i�_nyr�_0 o�~f[`nb_`�vlb_0f[uf[`n���r�v�w{q0f[`n�s�x�v9e�u0zf��f[`ns^�s�v-d�^0f[`nd��n�vqq�n0f[`n҉r��vrbc0f[`n�{t�vzf��sl��w0f[`nċ�n�e_�vycqs�su\0f[`n�w>yo�v�g�^i{�eb�ۏl��n�|�~s�vxvzn`�0978-7-118-12120-9 :ghvf[`nn^y�~q�~ r�\�x �l��y� �ؚni�w� �n�]zf��f[`nnxvz�nxt�,gfn cgq&{�s;nin0ޏ�c;nin0f[`n;nin0l�:n;nin0ۏs;nin0�so;nini{�n�]zf���[�s��_�[�n�]zf��-n�m�s�v8h�_�i�_0�e�ln�b/gۏl��n�~ � t�e(wُ�n�[�s��_�v�w@x n����nzf���|�~�v�g ��0o����^�zw��[�n�n�]zf���v;`so��ƌ �:nۏeq�n�]zf��tr/e�vf[`n�txvz`y�[�w@x0 ؚ!h�n�]zf���vsqnn^u978-7-121-40204-3 �n�]zf�� �zf���n:g�n�n�s�[�[[i{]w��n:g�n�nxvz�nxtb,gfn(w�n�~�n:g�n�n�w,g�i�_�t�su\�r�q�v�w@x n ���~�����nzf���n:g�n�n�w@xt��0ut���{n�n�n0kb�rt�n�n�n0i��v���{n�n�n0�`a���{n�n�n0�틡��{n�n�n0zf���nwn�n�n0�n�n_:ghvf[`ni{�q�[0978-7-111-64584-9pef[�stnpython�[bۏ6� (ps)qhtx�r�^tx�~ŗkqw�,gfn�t�n�]zf��f[`n��s�[�n�]zf��atq���v����,gfn͑�p(w.^`o�c�c�m�^f[`n@b��bl�vpef[�st�t z�[b�~�� �o`o���_�o(utensorflow{�~g�r�n�t-n�v�m�^f[`n㉳q�ehh �v^b_b_�s�m�^f[`n�g�g�t㉳q�ehh�e@b��vpef[t㉌t�vɉ0,gfn�c�o�n0n�[�vt���t�[b�rkb�~�� �o`o�s�n�n��_�y�c�c�m�^f[`n �v^���_��r g�n978-7-111-64661-7(a) t�[asm�nbkq<\ �(�_)yo�t�n�n�vu;m&^eg`7h�vr�[�vq_�ti{i{0978-7-300-27581-9 �n�]zf��n:ghvf[`n�s�yg[i{]w�l,gfn�ǐ0n�[�s�[hh�o�v��~��� �_�[f[u�n�t�y:ghvf[`n!j�w�v�w,g�stn�[��(u�l0�_�n'yϑ�vpef[!j�w�t ybg z�wƌ ���f[u�q�`s_ naml��vn�n:ghvf[`n�tpencyt�]wq�vo(u �eg㉳q�s�[���wg�0r�vt�ypencr�g�t��km�0978-7-5035-6080-4n���[r^��ai �n�]zf���c�r,{�v!k�]ni�}t,gfn?zr:n�n�]zf���c�r,{�v!k�]ni�}t0�n�]zf��&^�rpew[s荊�_�su\0�n�]zf��n6r �n�m�^��t0�n�]zf��b:n�ve��z�n�p�p0�w@xxvz�v*gegkn�n�n�]zf���s6��k㉳q�ehhn=�0whh�oi{mq*n�{�z ���~�ʑ(wss\0reg�v,{�v!k�]ni�}t-n ��n�]zf���[hqnlu�~nma~c�n�y�b�978-7-115-52319-8pef[�wƌ�,gfn�w�naml��vpython�� ��n��ee�n�v�e_��㉺n�]zf�����w�_{��_o�vpef[�wƌ0,gfn g��y�ve��r��`onl�� n�s �(w�eb_kn-n�c�cpef[�v�wƌ�t z�d\o �v^���n�] z=�0w�v҉�^�m;rt�pef[�ve��r0,gfnrb n�{qq21�z ��q�[�m�v�~'`�npe0�i�s�~���tos0���v�n�n�]zf����978-7-115-53448-4 ;m(uain�m�^f[`n �e�~xtrendw��,{1�z�n�~n�n'yf[xvzub�orye�c~g>\0n�c�q�v �m�^f[`nb��1\�p/fps7r/g05u�r0���{:gُ7h�v�(u�w�b/g �v‰�p0,{2-4�z�ǐn�nhh�or r��~g>\hqu@b�� �n�m�^f[`n�b/g:n�w@x�vai�b/g�v�su\���r �v�q�[0͑�p(w�n��m�^f[`n\or ��q�t�n�e�w�nn�o�~s_�n�v�]\o978-7-308-20073-8irt�qs^�slink platform�c"}n�[�� h��yf ��s�l�v �:�׋�lw� ?�̑irt�q�b/gn�|�~nfnؚ!h�vsqnn^u ��nt�q�~zf���b/g�nxt�irt�qs^�slink platform/f?�̑�n���[irt�q_�s�nxt�c�q�vn>k��y�{ts^�s ��c�o�[hq�s`��vޏ�c��o���r �/ecޏ�cwmϑ��y�vpencǒɩ n�n �v^�ǐ�n�zapi�(u n�sc�npenc ��[�s��y�v܏ z�c6r0,gyepg�[link platformt'y�~�n�v�r���s�v�^�vm�wy�[���o zۏl��n��~�n�~� -n�vؚi{ye��f[o�] zye��nn�yxto�e�]�yas n�nĉryepg ym_lwnf�ؚ!has n�n�eb_`yepg978-7-115-52869-8irt�q(iot)�[hq�v�cnꁨrs$(�)�[n<\�(���b �(�)̑kq�~�&o�e-��kq�g �(�)l�^xm�lb�rp�w�z,gfn�tirt�ql�n�v�b/g�nxt0�[hq�nxt�n�sn�r�[hq�tθi��{�c�nxt �_n�tt{|�w�v^:w�t�~r^:w�v�nn�nxt��� �on�t�~�~:g�g-n�v�oo`�b/g�nxt�tџ%��b/g�nxt_n���n,gfn~b0r'yϑ g(u�oo`�,gfn��㉆n�yuo�ǐnfv(q�~�r��z��bs)0sdn(o��n�[inq�~)�g�g ��n�s�vsq�viot�[hqh�qeg�o�biot�|�~0͑���m�v�n�y n�q�[�iotq�~�t�g�g�v�s�r0n�egǒ(u^�h�q�ehh�r�viot�vsq�vn�nsq.��[hqθi��n�s�^�[�c�e��nnfv�tsdn:n�w@x�g�^�v�f:nb�q�viot�g�g ��n�s(ueg�978-7-115-53065-3'y݋irt�qΐ:nli{w�zf���b/g�nxt ��nt�q�~�b/g�nxt �irt�q�~f[`n�q,gfn�q�[�m�s0rirt�q�vt*n���w �ǒ(u�ryr�vl��eθyof[0�~nmf[0z�/g0�tf[i{y*nf[�y�vrα �.^�r'yf[u(w�n㉺n�]zf���yf[�wƌ�v t�e ��meq`��n�]zf���v,g(�0978-7-308-19677-2 :ghv-n�v��\�e;ninhqtzf���vۏs (�)tn�l�4b�hw�� 0:ghv-n�v��\�e;nin 0nfn�����n�n{|�eqpew[�e�n�v o��s�s0tn�l�4b�h(wfn-n�v~��n�oo`i�}t�v�s z ������n��yhql��(�n �^�e0r�~���~�f)�vu;m�t�]\o �ُ�nhql������0r�n�n�]zf���tz��bu;m�yf[�b/g0\o��n�n�o g�v����q�s�nhqtq�~�v�su\ǐ z ��c"}�n��\�e;n978-7-300-27864-3ai�^(u=�0wkns�(�e)αqg�vknw�aُ,gfn�s\o:nlq�s�q�r�naiџ(u�vit���s�~%�or��0n�r��0/ec~��[onaiџ(u�v�o�^fu�s~��i{aiџ(u�vsq�nxt�v�_yfnm|�aiwq g�]'y�v\o�r ��y�g�� gheџ(us_mr�vai�b/g �u�n�s�s�bd��v�b�s�����_0r�g'y9e�u0 t�e �ai/fwq g>pt'`�v�]wq ����cknxt��s:_lx�b/g�e�sџ(uꁂy0,gfn��~㉐g�naifu�rџ(u@b��v@b g�q�[ �y�s���g�_0fn-n�~t�ns_mrai\uo�suo�n0aiџ(u�v�cۏ�e�l�sċ0o�e�l< 978-7-302-55273-4tensorflow 2.0�m�^f[`n�n��_�yf[�,gfnr:n11�z �hq�n�~���{:gɖɉ�nn�s�r�t�b/g�ehh �6qt�n�~g�w@x�v��python �������n�o(upython�s�nۏl��vpencr�g ��c@w n}��to(utensorflow �_�y'yĉ!jytpenc�t�v�p �v^�ǐ s�r'yb�v�[�� ������f[o)r(utensorflowytwmϑ�v�ppenc0gt؏o�n�~tf-n�k��978-7-121-38265-9 zf��npenc͑�gnlu (�)��zf�l ��_�n;n~,gfn��hq�n�~�npenc�s�npenc:n�w@x�v�n�]zf���b/g �6qt�w�nُ�n�b/g ��n�~�n�n�]zf���[�]n0�ql�0;s�u�t>you;mi{l�n�vq_�t �v^(w�k*n�r�~�q�n�q*n��~�vo(u�n�]zf���cؚu;m(�ϑ �b��cؚu�nhe�s�vhh�o �o����s�n�nhh�o-nۏnekf[`n�^(u�n�]zf���b/g�v`�0978-7-5722-0052-6 �yuor ��s�o�vai(�)�v^t�l��^�e �(�)'k�q�eyr�4b�~�ew�978-7-121-40950-9 :ghvf[`neq�n�[b�w�nscikit-learn�tkeras  _wm�m �ng�^n;n:,gfn�s�n\o:nؚ!hpenc�yf[n'ypenc�b/g0�n�]zf��i{nn�vyepg �_n�s�n\o:n�r�n_u\�n�]zf��xvz�v����_�eq蕄v�s�d��e�,gfn�nscikit-learn�tkerasfh�g\o:n�[bs^�s ���㉆n o�~:ghvf[`n�v;nam�b/g�tg�e�m�^f[`n�vxvzb�g0vq-n � ,{n�{ o�~:ghvf[`n s�b,{1-10�z ��n�~�n:ghvf[`n�i�_0�vcwf[`n�{�l(�vr_r�g0logistic�vr_0kя��0�qv{h04g }��s�e0/ectϑ:g)0�e�vcwf[`n�{�l(^y�~q�~0z�{|0m��~)� ,{�n�{ �m�^f[`n s�b,{11-15�z ��n�~�n�m�^f[`n�v�i�_0ws�y^y�~q�~0�_�s^y�~q�~0ub�[�bq�~�t:_sf[`ni{0978-7-121-37586-6 �nf!j�w_�snpencc�c�qw�j,gfn�t�`)r(upythonۏl�o��n_�s�v(u7b �_n�t gn�[�~��fo�`�meq�c�c�n�]zf��0:ghvf[`n�b/gۏl�l�n�^(u�v(u7bo(u �؏�s�n\o:n:g�g�w���vo�yyepg,gfn,{1-4�z;n�����ϑs�bd��veq��wƌ �s�bϑs�bd��v�su\�s�r0ϑs�bd��v_�s�]wq0v{eu�vkm0�b�en ���v{eui{�q�[�,{5-7�z;n�����ϑs�[�qv{eunpencc�c �s�bpenc�r}�n6e�vr�g0ϑs�bd�-npenccnc�vo(ui{�q�[�,{8-9�z;n�����ϑs�bd�-n�vm�n�e�l �s�bd��nm�n�tθi��c6r ��n�sϑs�bd�-n�v�nmo�qv{�e�ln�b�]i{�q�[�,{10-11�z;n����㉺n�]zf���b/g(wϑs�bd�-n�vџ(u �s�b:ghvf[`nnw� o�{�l0�n�]zf�� ���!j�w�vo(ui{�q�[0hqfn�q�[nn �hh�o0n�[��[ �/f\o�я10t^ n�e(wϑs�bd�n�n�]zf���b/g���w�c"}�vgso�~vf0y[�n�n[i{]w�0,gfn�s�otؚi{b�!h�s�vsqnnye��:g�g�n�]zf�����w�vye^�t�n�n�n�]zf�����w_�s�txvz�v�vsq�nxt�s�,gfn�|�~0w�n�~nsn^�'yf[!j_ƌ rn:ghvf[`n�[���[6r�v:ghvf[`n�et,guxzs�w{qso�|�v�qt ��w{qso�|s�bhq�e�v:g��f[`n�et�� zso�|n�yx�w{q�ehh09hnc:ghvf[`n�et�vyr�p ��� zso�|r:nzf�����{�|�~8^ƌ��0pef[�w@x��0�~ z�w@x��0�et8h�_��(�y�n�]zf���w@x0!jtp181-4978-7-03-068525-4 o;u:ghvf[`nb,gfn�n o;ub__���:ghvf[`n�v�w,g�i�_�tsq.��wƌ�p �=\�s����of�a0w����vr_0r{|0�~�gċ�n0�m�^f[`n0ɩbf[`n0�e�vcwf[`ni{�v�st0978-7-302-54099-1�m�^f[`n�v� (�)�[�_���yr�b�ekqw��,gfn/f_/t�m�^f[`nkn�e�v�[�:w@b ��m�v�c��ُ*n�o�r�n�_�v���w@b��vnr0 n�n�n�~n�n�^bfh�g�v ў�vapi �؏\hqb��{_0wr�g�yuo�n4y�g�^ُ�n�{�l0\�ʑ �m�^f[`n �vf[`n���r�yuo�����n{| ��vrg�eaìt�v 'y� 0gt �\�g�^n*n�u�nf[`n�vai ��n �(wŗ�978-7-5681-6452-8pythonn^y�~q�~�[bxvz�f�suzw��,gfn�v�q�[0n�[ �;n���n�~�n�~xq o�~:ghvf[`n�{�l0^y�~q�~�b/geq蕁��p0�n o�~�{�lp�t^y�~q�~0^y�~q�~ۏ6�0jsꁨrs:ghvf[`nfh�g0�] zs:ghvf[`nfh�gi{�q�[ �:n^'y����c�o�n'yϑ�[(u�vf[`nd��e0w�,gfn�v�v�v �1\/f�`�n�~n�yeq�:ghvf[`n�v�e�l0}�6q^b� n�]�~ g��y:ghvf[`n�vfnm| �fo�[�n'yy��hnǐ�nop͑t�� ���hnǐ�nop͑�^(u ���hnǐ�n �s͑ �,gfn�r�n\t��n�[���v�~t �(w����t���v t�e �)r(upythonُn蕀{f g�r�v z��ۏl�n�|r�v�[��n�^(u0978-7-111-64623-5zf�����{�|�~h��n�i{w��n�]zf���b/g�nxt �ؚ!h�vsqnn^u�,gfn�ǐn*n/�z�y�~�v�^(uhh�o  �v�pθyo�oo`c�cxvz-n�[�n�]zf���b/gatq���v�n�x �_n�s\o:n���{:g�^(u�et�vyepgb�s�fn,gfn�~t�n'yϑ�v�qy�vg�ed��e�t\o��vxvzb�g ��n�^(u�[��-n�v�r^�:nxvz�[a� ��c"}�n�w�n�m�^^y�~q�~�vr�g�t�^!jǐ z �r>n�n�m�^^y�~q�~(w�r^>yo�oo`c�c�v�^(u0�ng�ed��ehh�o:n�oۏl�>yo�oo`r�g�t!j�w�g�^ ��~�q�[��c�[v{eu0�~�q�n n t:ghvf[`n�e�l�v978-7-04-054141-0zf��kn� ^y�~q�~n�m�^f[`neq� �ywzwz �ng�� ���#kw�7,gfn�e�s�n\o:nؚi{b�!h���{:g0�n�]zf��i{nn�vyef[(ufn �_n�s�o�[�m�^f[`natq���vxvz�nxt�t�] z�b/g�nxt����s�,gfn/f\o�(w;`�~yt^�v�[e��] z�^(u�~���v�w@x nw� �b�v �/fn,gb�t,g�yu�v^y�~q�~n�m�^f[`n�veq�yepg0�ǐ���,gfn �����s�n�c�c^y�~q�~n�m�^f[`n�v�w,gt�� �v^�ǐ'yϑ�v�nx�~`n �(wzp-nf[ ��cؚ\t���wƌџ(u�n�[e��] z�v���r0,gfn�q�[0n�[ ��n �c�q�-㉳q�ehh-�str�g-�sɖst� �v�e_t����n�~�n�m�^f[`n�veq��wƌ �v^;`�~�n 9ekf[`n�l �r:n�w,g�i�_0�~'`�vr_0�~'`r{|0^��~'`�vr_0^��~'`r{|0!j�w�v�ctn�^(u��m�^^y�~q�~0ws�y^y�~q�~�n�s�_�s^y�~q�~9*nek�� ��[^y�~q�~�t�m�^f[`nۏl��n�|�~hqb��v���0978-7-5103-3721-5^y�~q�~h��ub�vop�]�md��xvz?�ŗzw��,gxvz���[ n*n�r r�c�q�n㉳q�e�l0vq-n ����[�] g���~�e�l-nx[(w�v���~nkmջ�e�lkn��x[(wop�]�v� ��c�qn�y�w�n�s�~ ros�v^y�~q�~h��ub!j�w���~�e�l0勹e�l�s�n�f}y0w�b�chq@\�oo` �؏�s�n\ċkmh�q�v�c\o:nos�vh0(w�e�t-n�eh��ub�n�r nۏl��v�[���~�g>f:y �勹e�l>fw�o�n�n�_�vh��ub!j�w0d�dkkny �:n�n�[!j�w'`�� g�f�meq�v�n� �ۏl��n��~�v�n�]r�g0978-7-115-55984-5�v^y�~q�~�[��r�w܏ �htluw�zf�n�n�]zf��nfn�,gfnhqb�0w�n�~�ngnn�v�w,g�i�_0wqso!j�w�t�[e��^(u0��hq�i��pef[�w@x�t^y�~q�~�v�i�_ ��c@w�n�~gnn�v n t�y{| �s�bws�y�v^y�~q�~0�_�s�v^y�~q�~0�v�la�rq�~0�v�k�]q�~ ��n�s�q*n�(ufh�g0dky �,gfn؏�n�~�ngnn(w�~�gs:wof0^��~�gs:wof�tvq�n:wof-n�v�^(u0���[,gfn �`o\�[gnn�vg�eb�g�t�su\�et g��:n�{_�v��ƌ0978-7-111-68299-8ؚ��he{|�zf��ѐ`i �(�)�v�~�w�l�vy�y�_w�!,gfn�txvz�0�yf[�[0o�lx�n�] z^ �_n�t\o:nye�c,g�yu0xvzu,gfn�n�[^y�~q�~�v�i��_�y ������w�n��s�v�n�]^y�~q�~�v�^(u�t���~ ��n�~�[�s^y�~q�~�vy�y�e�l ��y�n�(uythv0rn(ulx�n ��npew[�r�hv0r!j�b�r�hv0�c negu\:y�nn*n:n^y�~q�~�v���^�r`ĉr ��^�z�vؚ��he�r�hv �6qt/f ��q^y�~q�~�v�w@x�i�_�taml��vf[`n�{978-7-121-28332-1 ͑qx*n�n0funn>yo�n�lw��ai\b:n�x:_�n{|���r�v���w>e'yhv �ُ(wnlu�]�~��bqqƌ0,gfnz�&q�n�n�]zf���yuo�n�[���[p��qeg0�yuo�n(u7b:wof�t g�r�s=�0w�n�]zf��0hq��㉆n�n�]zf���v�su\�s�r0�[in0�su\�s�s ��n�s�n�]zf���vxvz�n

� ��swm�q ��s?��n;n7,gfn�t�n�n�]n:ghv�n z0�d\o0�~�b�vsq�]\o�v�] z�b/g�nxt �_n�s�oؚi{b�!h:g5unn0:ghv�nnn�v^uf[`n�s�b,gfn9hnc:ghv�nl�n�su\���r ��nu�n�[e��q�s ���~��㉆n�]n:ghv�n�v�^(u�w@x0kuka�]n:ghv�n�s:w zn�d\o0kuka�]n:ghv�n�y�~ zn�d\o0�]n:ghv�n�vџ��n�[ň0�]n:ghv�v�ten�o{qi{�q�[0978-7-5606-5873-5 �]n:ghv�n�y�~ z�b/gb�/cns �ng�o;n3,gfn�t\o:nnf�,g�yb�!h�]n:ghv�n05ulꁨrs0:g5unsosi{nn�vyef[(ufn �_n�s\o:n�] z�nxt�v�w��yepg�,gfnqq10�zr:n$n*n�r0,{n�r�n�~ n��]n:ghv�n�y�~ z�nw�,{�n�r�n�~abb�]n:ghv�n�y�~ z�nw0,{n�r;n���q�[s�b�]n:ghv�n�y�~ z�b/g�i��0 n�y�~ z�nwo��n�[ň0rt toolbox2�vo(u0 n�:ghv�n8^(u�c6rc�n0solidworks n�nw�s�x�v-d�^0melfa-978-7-115-53458-3 abb�]n:ghv�n zn�d\o �]n:ghv�nxvz�nxt�,gfn�n�^(u�w�nmb�w{q�v�[e��^(u��bl�q�s �'}ߍs_�n�y�b�su\mr�l ��[abb�]n:ghv�n�d\o�[���b��ۏl��n��:nhqb��v�n�~0�q�[s�b�]n:ghv�n�nun�^(u0�~bn�~�g�sabb�]n:ghv�n�n�ti{�w@x�wƌ�abb�]n:ghv�nkb�r�d\on���[0�^(u z�^r�^0 z�^��n�ջi{�w,g�d\o��|�~���[n�~�o0�|�~y�nnb` yi{�~�o�d\o�b��0978-7-5606-5788-2 �]n:ghv�nnzf��6r �h��vns;n:,gfn�s\o:n:g�h{|�tя:g�h{|tnn,g�y�]n:ghv�n�b/gnzf��6r ��^(u�eb��vyepg ��s9hnctnn�vwqso�`�q ��b�v�^�vf[`n�q�[s,gfn/f�onc�v�[ye��萰e��^�v�]n:ghv�nyef[�w,g��bl ��~t\o�yt^�v�]n:ghv�n�d\on�[��yef[�~���q�v0hqfnqqr6uscq ��q�[;n��s�b�]n:ghv�n�v�w,g���w0�]n:ghv�n�d\on z0zf��6r �0�]n:ghv�n�^(uhh�o0zf��6r �u�n�~�nw�|�~i{0ؚi{f[!h:ghv�n�] znn�|ryepg978-7-5682-9467-6 �]n:ghv�n�[�dn�^(uhg�spg;ne 0�]n:ghv�n�[�dn�^(u 0/f�s� 0�]n:ghv�nџl�n�~�b 0 0�]n:ghv�n�^(u z 0$n*n1 xh�q ��n�]n:ghv�n�[in0�su\�si{�eb�&^�����rƌ�]n:ghv�n ��n:yyehv0,gso0�c6rhv0t�y�~ޏ�c0�w@x��o0kb�r�d\o0�y�~�nwi{y*n�eb�;��p����v�w,g�b�� �fn-n@w͑�n�~�n�]n:ghv�n�c6r�g�q�8h�_cqhv�n�svq�]\o�st �.^�rf[u�f:nwqso�vt��]n:ghv�n�v�]\o�st �:n���t�~�]n:ghv�n�w@x�~�b�t�~�o`y�[�nn�[�v�w@x0,gfn�n �n�r�[t �v�e_�q �ǒ(u�n'yϑ�[e��^(uhh�o0�nu�n�[e��q�s ��~t�[e��^(u ���~��㉆n�]n:ghv�n�s:w zn�ջ�v�e�l�s���p0�n�r�v�[�s�nf[`n�vh0�n�r�c��0�wƌ���c0�n�r�[�e0ǐ z�8h5*n�eb�ۏl��|�~�v�n�~ ��q�ǐ��t\on�[�wƌ�pۏnek�r:_�t�]�v �\�wƌ�pn�[e��n�r g:g0w�~t �o����c�c@bf[�wƌv^��up;m�^(u0978-7-121-40840-3abb�]n:ghv�n�n!k_�sn�^(u h��w ���ek'] �����w�n,gfn�nabb�]n:ghv�n:n�o ��n�]n:ghv�nnɖɉ�^(u ��]n:ghv�nn nmo:gt�t_�s(c) ��]n:ghv�nn�]�s�~s^�st�t_�s(webservice)i{�eb� �\�]n:ghv�n�v�n!k_�s�e�lnǐ z�meqem�q0wht�s�~��� �_n�n���]�s�[�n�]n:ghv�n�f}y�ceq�]�szf���|�~�v�bl0vq-n;n���q�[ g:ghv�nnplcpenc o�� �s�b:ghv�nnplc o��nm�ppe �:ghv�n�[�e�s�mon0mb�w0��^0���si{�oo` ��n�smodbus/tcp��o��w�nsocket��o�vɖɉ_�[�b�s �s�b�v:ghq�b:ghv�nt�b�t:ghv�nhq�b�v:gt�b n t!j_0gt�n�^�ɖin-sight:n�oۏl��[�o�����w�npc sdk�v�n!k_�s �s�b nmo:g�[�n:ghv�npenc�ti/o�o�s�v���qn��� ��[�n:ghv�n�v/t�r0\pbk0y�n�t͑/ti{�c6r � nmo:gn:ghv�n�|�~�e�n�v o��n�r}�i{0؏>n�o��㉆nabb�]n:ghv�ng�e/ec�vopc uai{�r����w�nrobotstudio sdk�v�n!k_�s �s�b)r(usdk(wc_�ssmart�~�n ��n�s(wrobotstudio-n�m�rꁚ[in�r��i{��w�nrobot web services�b/g�v�n!k_�s �)r(uabb�]n:ghv�n�vweb service�c�s�[:ghv�npencۏl����q ��n�skb�r!j_ n�v܏ zjog:ghv�n�externally guide motion0y� oahv�s�ng�_�n250hz�v���s(�k4ms)���s:ghv�n�vmonpenc�s�[�e�c6r:ghv�n�vџ�r0978-7-122-37364-9fanuc�]n:ghv�n�neq�0r�|�e,gfn�s\o:n�] z�^(u ��b/ghqۏ0�wƌ�[(u0 �pgxq�w ��q�[hqb�01uemeq�m0�_�^nۏ�/f�]n:ghv�n����0o(u0�~�o�nxt�tؚi{f[!h^u�vo�y�s�fn�,gfn�[fanuc�]n:ghv�n�v�^(u�b/gۏl��nhqb��f ��q�[�m�v:ghv�n�w@x0:g�h�~�g�st0�^(u z�^����0:ghv�n�d\oi{hq��wƌ0hqfn\�n:ghv�n�nu0�su\�tr{| ��]n:ghv�n�~byr�p0�b/g'`���t�n�ti{�w@x�wƌ�q�s ��[�]n:ghv�n,gso�s��l�q�hv0rv�q�hvi{8h�_��n�v�~�g�st0:g�h����0�[ň�~�bi{ۏl�hqb������[pwh�|n�y`�[in�e�l0 z�^�~�g�sfanc�]n:ghv�n�vhq�c�n0(u7b�[ z�^ zۏl��=\�f��[kb�rn:yye�d\o0 z�^���s�ջ0ꁨrџl�0�|�~���[n�~�o�d\oۏl��[te�n�~0978-7-111-67072-8  q�c:ghv�nߍ*�n�nw�b/g l��v�~ ����q�s �uo��4lw�/,gfn�s\o:n q�c:ghv�n�vsqxvz�nxt�v�b/g�s�fn �_n�s\o:nؚ!hpg�e�r�]nn,g�yf[u0xvzu�v�s�fn,gfn g���['`0w����n q�c:ghv�n�v�p oanyt0:ghv�n q�c�;n�[_nߍ*�0 q�c:ghv�n�^!jn�c6r0 q�c:ghv�n�y�~�nwi{sq.��b/g0(w�n�~�w@x'`�wƌ�v t�e ��[nn'`�q�[ۏl��n��^�v����s g���['`�v㉐gn�c�� ��rbl:n���u\:ys_mr q�c:ghv�n oan�nw�b/g ��bu\`�~�e978-7-122-38297-9 �]n:ghv�nxq�w�^(u�s�|�q:y�nn�^��yepg�q�~4,gfn�t�n�n�]n:ghv�n�^(u_�s0�ջn�s:w�~�b�v�] z^ �yr r/fo(ufunac�]n:ghv�n�v�] z�b/g�nxto(u�,gfn�n�]n:ghv�n�vxq�w�^(u:n�q�s�p ��ǐy��v_yef[�v�e�l ��[�]n:ghv�n(w�q�^ n n�e0sb�x0x�w0'_ q0�oiq q0ֆ;r�tɖɉr�bl�n�^(u-n�v�qy�]\o0 z�^�q�s�ջۏl���~�v���nr�g �o����n�n�c�c�]n:ghv�n(wُ�nxq�w�^(u:wof-n�vwqso���[n�ջ�e�l ��n �o����[�]n:ghv�n�v�^(u�no�0lx�n�eb��� gn*nhqb��v��ƌ0^nw[oq\^ �s�|�q :y�nn�^���|rb�g978-7-122-38371-6 �]n:ghv�n�w@x�d\on z=,gfn�t�]n:ghv�n �$\vq/ffunac�]n:ghv�n�v����0�d\o0�~�b�nxto(u �_n�s(u\oؚi{b�!h�s�w��f[!h�vsqnn�vyepg�s�s�fn�,gfn;n���w�nfanuc:ghv�nzf��ir�er�bňm�u�n�~�[��s^�s ��~t:ghv�n�^(u0:yye z0�ջ0�~�b�o{qi{�q�[ۏl��q ��q�[�m�v�n�]n:ghv�n�w,g�d\o0:ghv�nh���:yye z0:ghv�ni/o�o�sm�n0:ghv�n,dџx�w:yye z0:ghv�nňm��^(u:yye z0:ghv�nzf��ir�er�bňm��w,guscq�^(u z0:ghv�n�~�b�t�o{qi{0^nw[oq\^ �s�|�q :y�nn�^���|rb�g978-7-5680-6807-9�,{1�z�~��0,{2�zlinux�d\o�|�~�v�[ň0,{3�zhadoop�v*or^_�[ň0,{4�zhadoopɩ��v-d�^�sm�n0,{5�zhadoop hdfs}t�n0,{6�zmapreduce zeq�0,{7�zhive�sql on hadoop0,{8�zsqoop�sql to hadoop0,{9�zhbase�hadoopdatabase0,{10�zspark�v�n�~n�[ň0,{11�z�~thh�o  q�~,rk�'ypencr�g04t�rtqi{w� ��@w'ypenc�e�n�v0reg �pencr�g(wt*nl�n�v͑��'`�e�v�q>f�qeg �'ypenc�e�n��bl�nmbwq g�g:_�v pencɖα  pencaƌ  penc���r �(w荃x5ufu�e�v�su\�v�e�n �荃x5ufuon�[荃x5ufu�nmb�vpencr�g���r_nasr w͑0�vdk �,gyepg�ǐ�|�~�br�wƌ�p �!jwws�wƌ�p ��x�r�w@x�wƌ��� �)r(uy7h�oo`u\�s�e_eg%_e��wƌ�w@x n�~n�v�`�q ��x:_�� z�v�n�n'`�tup;m'`0;n�� gfu�r'ypenc�e�n0pencǒɩ0fu�rpencr�g�v`�0fu�rpencr�g�v�e�l0fu�rpenc�sɖs0>y�nfu�rr�gi{�q�[0 t�em�y�nɖ��0�bu\d��e0`n��i{m�wyd��n ��n�z�efn�vb__u\�s ��e�o����s�o(u0978-7-5607-6763-5 n�~�oiqkb�cpencyt�b/g�svq�] z�^(u 4tr�ns �h\�[ny �ht�otqw�  n�~�oiqkb�c�b/gf[`n��,gfn(w�n�n n�~�oiqkb�ckmϑ�yx�tu�n�v�w@x n �\t��xvzn�] z�[���v�~t ��n�w,g�wƌeqkb ���hq�n�~�n n�~�oiqkb�c< �b/g�vyr�p0�su\�`�q�n�s t o�~km�~�b/g�v:s r �r�g�n n�~�oiqkb�c�|�~�v�~b0�]\o�st�t��]eg�n0vq!k ���~����n n�~�oiq�p�npenc�v���s�t��yt�b/g �͑�pxvz�n�p�npenc�vrrr�b/g0�w�n n�~�oiqkb�c�p�npenc�v�quoyr�_ƌ r�s�c�s�b/g�t�w�n�p�npenc�v�^q{ir�|�~!j�w�g�^�b/g0(wdk�w@xkn n �\@bxvz�vt���t�e�l�^(u0r�^q{ir�^!j0�] zw�eϑ���{�t�sb_�vkmi{�] z���w0978-7-03-061635-7���y�o�bpenc�s^-n nnx�[penc�v�{t�e�lpenc�{t�{�[ё�s �r�vnsw� penc�{t�e�lxvz�nxt�,gfn;n���������y�o�bpenc�s^ǐ z-n nnx�[penc�v�{t�e�l �qqrmq�r �vq-n,{n�r�n�~ nnx�[penc!j�w�t@b�m�s�v�w@x�wƌ�,{�n�r�n�~k-?s t���y�o�b!j�w-n nnx�[penc�v�^!j�tx[�p�,{ n�r�n�~k-?s tsq�|�v!j_�����,{�v�r�n�~k-?s t���y�o�b!j�w-n nnx�['`penc�v<,gfn�s�n\o:nؚi{b�!h5up[fu�r0荃x5up[fu�r0�ve��~nmn8�fi{nn�vsq�� z�vyef[(ufn �_n�s�n\o:n5up[fu�r�nn�nxt�v�f[(ufn�,gfn�n�cؚ����v5up[fu�rpencr�g���r:n�[�e ��n.^�r���㉳q5up[fu�rџ%�ǐ z-n�m�s�vpencr�g�:n�vh ��l͑t���wƌ�v�|�~'` �:_�hh�o�q�[�v�[(u'`0hqfnqq��10�z �r r:n�~��05up[fu�rpencǒɩ05up[fu�r^:wpencr�g05up[fu�r�z�n�^��pencr�g05up[fu�r�z�nfu�t978-7-111-64475-0z��penc�v���[penc�{tgbl�cws(�)�r�b�^x�]�e���[-�y\�fw�!,gfn�s�o^�pencnn�n�x0on�{t�0pencl�nxvz�i{���f[`n�t�s��,gfnr12�z͑�p����npenc�{t�v͑��'` �penc�{tb�4n�vcb �dama�vpenc�{t�sr �penc&ot �penc�lt �pencu}thtg�{t�vĉr�s���� �penck����tpenc�~�b �o(u�t�x:_penc �penc�o�b0���y0�[hq�tθi��{t �cqpenc�{t �penc(�ϑ�{t ��n�s�s(w�^�`hn�r ���y.^�ron978-7-04-053577-8penc`�~0penc���r�tpenc&ot�,gfn��~����n�w{qwq gpenc }{q�v�~t�w�nmb@b����v'ypenc�vsq�wƌ�py0,gfn(wnx�[�wƌ^@\�e ��yc�vn*n�w,g�sr/f �'}'}�v�~�ƌye��8h�_t�_ ��r�r�w{qf[u�vpencaƌ0penc`�~0penc&ot�tpenc���r0hqfnqq11�z ��q�[s�b'ypenc�i�� �'ypencn�n���{0irt�q0�n�]�e�]�y�oo`�b/g�w@x�|rĉryepg978-7-121-40852-6flink�[b>m��-nnsw�q,gfn���[flink 1.11hr,g�talink 1.2hr,g �ǒ(u �wƌ�p �[�o �vb__�q �s�b47*n�w�n�wƌ�p�v�[�o�t1*n�~ty��v�[�o0,{1�z�['ypenc�t�n�]zf��ۏl�rek�n�~�,{2�z(un*n�[�o;`ȉflink�vsq.��wƌ�p�,{3-5�z�n�~flink�v�g�g0_�s�w@x�tl�bc�{p[�,{607010011�z�meq���4�y_�sflink�^(u z�^�vapi�,{809�z����d\oflink�r`(���{�t�[�)�v�r`ythvapi�t(u�nyt ybg�n�n(_8^�hkm0�s:kȋ0θi��c6r)�vcep�^�,{12�z���flink�yuonvq�ny��|�~ɩb �v^�[�sflinknkafka�vɩb�,{13�z�n�~:ghvf[`n�v�w@x�wƌ�,{14�z���:ghvf[`nfh�galink�v�wƌ�t�[b�^(u�,{15�z/fy��v�[b �o(u'ypenc�t:ghvf[`n�b/g�[�sn*n^jt�cp��|�~(s t�y�~���~0(w�~���~0�[�e��km�t(w�~ g�r)0978-7-121-40918-9 oewcpencr�g�]wq�{ �meq㉐gadw oac�sínw��,gfn�npenc�n�^�v�e�l��eqkb �:n����|�~ ��shqb�0w�n�~oewcpencr�g�v�vsq�]wq�adw0oac ��q�[�m�voracle adw�v�b/gyr�_0penc�r}��s�^(u_�si{�r�(woac�eb� ��meq0w�n�~�noac�v�b/gn:_'y�v�r�� � t�e_n�req�n��y�vؚ�~;n��0�sy �,gfn�v,{4�r�n�~�nvq�n�vsq�wƌ0,gfn�q�[(w�o���m�^�v�w@x n|q~��n�b/g�v^�^ �v^�~t�n'yϑ�[b'`�d\o�thh�o �o����s�n(w���w�v�e���qhqb��n�oewcpencr�g�v�vsq�wƌ0 ^g,gfn�s�n�bx_�s ����fy�v�nsq�ladw�t�x:_r�g�b/g0978-7-111-64560-3 matlabpencr�g �^wmr ��k�sey;n pencr�go��nf[`n�� ye��:ghv�n /fye���b/gf[nn�v�etq8h�_�� z �!p�[ r�� ye��t�_ �r�e�� zyef[b_` ��n ^uqqr�� zyef[�q�[0qq t�c��yef[�e_0qq tr�nf[`n�~��0qq tr�e�� z\o�t :n�w,gc�[`�` �:_sxr;m�r���� �͑�p�w{qf[u�vyef[���r0h������r0d��nr\o���r0�e.s�h"}���r0pew[sf[`n���r0r�e`�~0r�e���r0�yf[xvz���ri{0,gfn;n���q�[s�b:ghv�n�i��0ye���n�]zf��0ye��:ghv�n�su\�s�r0:ghv�nye��0ޘl�:ghv�n0�eye:ghv�n0!jwwsye��:ghv�n0�n�n:ghv�n0_lςwnam,g�ynnye���b/gf[�|ryepg978-7-302-54116-5 pnؚ�{us:g�hra���� za � z v tw� zf��:ghv�n�����nxt�,gfn/f 0pnؚ�y�bmocra���� 0�|r�vfn�vr�~�{ ��[mo�npnؚeq蕧~�w��yepg�t�b/gc�[fn0�c�q�n*n'y{|�nasy�npnؚmoc\o�t ��m�v�rir08npn:g�h0�nb_:ghv�n0��st�swqi{��y���w0hh�o0n�[yi_0�g`�]�y0_�neq܀ ���0r�v�q t{|�vfn�vgؚ4l�q0 t�e �,gfn؏\�c�q�~978-7-115-52919-0�,gfn��~�n�~�n�~xq�c6rt��-n�c6r�|�~r�gn�~t�v�w,g�i�_�t�w,g�st ��q�[s�b��|�~pef[!j�w�v�^�z0�e�w�t���wr�g03z�['`r�g0�|�~�v�~tn!hck0xq�w�c6r�|�~r�gn�����[�o�n�smatlab(w�c6r�] z-n�v�^(u0,gfn;`�~�n� nasyt^�vyef[�~�� �v^�s��v�qyyepgyr�p978-7-111-62779-1ꁨr�c6rt����/ooew��hqfn���|�~hqb�0w�n�~�nꁨr�c6rt���v�w,g�q�[ �@w͑�n�w,g�i�_0�w,gt���t�w,g�vr�g�e�l0hqfnqqras�z �;n���q�[ g��c6r�|�~�vpef[!j�w0�e�wr�g�l09hh����l0���s�t�^�l0�c6r�|�~�v!hck0pid�c6rn���h�c6r0�yce�c6r�|�~0�r`zz��r�g�l�tngŗnf�� y3z�['`r�g�978-7-03-061884-9�|�~uirf[��v�e�n�r�rf[r�g땳� �rwm?�w� �|�~uirf[xvz�nxtc,gfn�{���n�~�e�n�r�rf[t��(w�q{|�|�~uirf[�-n�v�^(u0�o͑�n�e�n(w�|�~uirf[�-nw�@w͑���v\o(u ��s_9e�s�e�n�v'y\ ��s�n��cuir�|�~�q�syr�[�v�r�rf[�sa� �ۏ �:n�vsq���w�vuirf[�^!j��c�oc�[0978-7-308-20293-0 �c6r�] z�]\ojwye zngen܀w�,gfn:nye���l�ye^d��w{qd��n_�sy��v�v�^��b�g �/f:nl�ye^d�5up[�oo`�yf[n�b/gnn�c6r�] z�w@x�� z�q�vn,g�]\ojwye z0�]\ojwye zn o�~�vyepg n t ��[/f1u'yϑ�vf[`n;m�r�~b �_�[f[u�ǐzp-nf[�v�e_�[bf[`n�n�r0dky �,gye z n/f cgq�ba��vf[�yso�|eg�q � �ht ��=nzw�<,gfn�s�o�n�n�^(upef[0�|�~�] zn�|�~t��0�c6rt��n�c6r�] z0�rf[�tvq�n�^(uf[�y�vyef[n�yx�nxt�s� ��n�s\o:nxvzuyepgh,gfn(w�~xqpef[-n�[�^0w_eq�c6r�yf[n�] z-n�vۏu\0�o���s�^(u:wof ��rbl�s f�c6r�yf[n�] zy*n�et-n�l�qr�g�vt���^(u0�q�[s�bk���~'`zz���w@x0hilbertzz��n�~'`�l�mt��0�[vpzz��t���n�s�~'`�{p[t��0978-7-03-064588-3ꁨr�c6rt���w@x bsp[^ ���zdw ��gv��[ ,gfn�tꁨrs�b/grf[��,{1�z�f�c6r�|�~�vn,��i�_�,{2�z�����|�~��eq/���q!j�w ��_r�e z�c��0 o��qpe0�nt��~�g�v0�o�sam�v0�g���v0nyquist�f�~0bode�v0xq�w,g(�^��~'`�s��i{0,{3�z�n�~ޏ�~�e���|�~3z�['`r�g �s�b�~'`�[8^�|�~�vrouth$rnc0nyquist$rnc0bode�vr�g03z�[ո�^���{�o��n�] z�b/g�nxt�,gfnqqr:n8*n�z�� �\o��nai�b/g�vt�`n�s�[kn���v�]ݍeqkb �r�g�ns_ nai�b/g�v9'yθi� ������ns_mr6��k�m�^f[`n�b/g�vۏu\ �@w͑c�q�naixvz���w-n 8^ƌ_eq ُ*nsq.��p�v͑��'`0gt �\o��nteso҉�^�~t�c���nwck���_�s�o�n�vai�v�g`�0,gfn�c�o�n�[s_mrai�y978-7-113-26751-3�n�]zf���[���[��j,gfn�t\o:nؚi{b�!h�n�]zf��0���{:g{|nn�s�vsqnn �n�]zf�� �[���� z�vyepg�s�vsq�w��(uyepg �_n�s\o:n�n�]zf���^(u0_�s�nxt�v�w@x�d\o�[���s�fnm|�,gfn/f �n�]zf���[�� �� z�v���r�[��'`yepg �qqs t$n�r�s^�sns^�s�]wq�v�n�~0�n�]zf���vsq�[��(qq11*n)0,gfn1u5�z�~b �,{1�z;n���[�[��s^�sۏl��n�n�~0,{20304�z;n���[s^�s�v�]wqۏl��n�n�~ ��y�python0numpy0tensorflow0pytorchi{0,{5�z;n���n�~�n�n�]zf978-7-302-54990-1 �n�]zf��n�n:gzs_r�y �o��^egw���n�]zf���b/g(w20n�~50t^�nދu �/fxvz0_�s(u�n!j�b0�^8o�tibu\�n�vzf���vt��0�e�l0�b/g�s�^(u�|�~�vn��~t'`�b/g�yf[0�n�]zf���b/g�v�su\�~�sǐpe!kw�o �(w���e_ ngs-n n�e�s�_�e�v�z4x0�n:gzs_/f�n�]zf�����w�vn*n͑��r/e0я20t^eg ��q�s�ny!k�s�n�ykn978-7-5606-5626-7�z&^irt�q(nb-iot)�stn�b/gh�so��i{w�iuv-ict�b/g�[��yef[�|rnfn<,gfn�(u�n����ǐ�~t�[��o��n�n�sd��ns^�sf[`n�cgs��o�b/g�wƌ�v�b/g�nxt �_n�s\o:n,g�yb�!h�y�r��onn�vq�~yepgb�s�fn{,gfn;n���n�~�z&^irt�qnb-iot�b/g�i��0q�~�g�g0nb-iotzz�sos��0irt�os��tirt�o�s0sq.��o�nam z0nb-iotsq.��b/g0�e�~q�~ĉr0�e�~�[�qr^�] z�����s�i���{0epc8h�_qĉr0nb-iotsq.��spem�n0n�r_��sq�~os�w@xi{0978-7-302-55518-6htς ����s�qw���]zf��ai/f���{:g�yf[n�b/g�vn*n͑��r/en�^(u ��vmr�n�]zf��;n���vxvzn_�s�et g!j�b0�^8onibu\�n{|zf���vt��0�e�l0�b/g�s�^(u�|�~ ��m�s�v�b/gn�^(us�b�'ypenc�w@x0�wƌh�:y0n�[�|�~0:ghvf[`n0�m�^f[`n0:ghv�nnzf��6r �0�v�pƌ r0��ƌ r�t�6q�978-7-5142-2980-6�n�]zf���^(u�b/g�s/cpg �ht �w�,gfn/fn,g�n�]zf���^(u�b/g�eb��veq�yepg ��n�~�nq�~0��y06r �0�[hq0'ypenc0y�zsoi{�^(u���w(wzf��s�eb��v�su\0,gfn�n�n�]zf���^(u�v҉�^ �hqb��|�~0w����n���{:gq�~0�y�r�nt�q0irt�q0�qhrps7r0�nt�q�[hq0�n���{n< 'ypenc0�v�pyt0uiryr�_ƌ r0y978-7-5180-7762-5irt�q'ypencr�gnc�c�b/gxvz�[%f�\w�m,gfn�s\o:nؚi{b�!hpenc�yf[n'ypenc�b/g0���{:g�yf[n�b/gi{�vsqnn�v�s�(ufn �_n�s�opencc�c�t�wƌ�s�s���w�q�v@b gye^0xvz�nxt0_�s�nxt�t(u7b�v�s�������@w�n�e�n�veg4n �'ypenc�b/g\wq g��eg��͑���vbeuain0'ypencr�g\o:npencx[�p�tc�cr�g�vmr�l�b/g �^�l�^(u�nirt�q0�n���{0�y�r�nt�qi{beu'`�etq�nn0,gfn\o��~t��]yt^�vxvz�tyef[�~�� ��[irt�q'ypencr�gnc�c�b/gۏl��n�|�~r_�~ ���~0w����nirt�q�s�x n'ypencr�g�vt���w@x�t;n���e�l �v^�[irt�q-n�vsq.��b/gۏl��nxvz�t����0�sy �(w,gfn�v\o��[pencc�c�b/g�v�^(uۏl��n�{us�n�~0978-7-115-54668-5�{f�vtensorflow 2 ng!��m �ngsssh �1gёo�w��,gfn�v�~tensorflow 2�vty��i�_�t�r��u\_�n�~ ��e(w�n ss�egbl� ɖ҉.^�r����_�eq�tensorflow0,gfn�v�w@x�{��hq�n�~�ntensorflow 2�v�[ňm�n�t�w,g�i�_ �6qt�n�m�^f[`n-n8^(u�vws�y0�_�s^y�~q�~i{q�~�~�g:n�o�n�~�no(utensorflow 2�^�z�t���~!j�w�v�e_ �gt978-7-5710-0646-42062�~�~ (�o)xb�k��l\�nw��,gfn/fn,gr�g>yo�~nm�su\���r�v�[‰knfn �/fnmo�n�]zf���eb��vn�[f[��[2062t^�s��0reg�v�n�]zf�� r�p �e�nzp�q�v��km0hqfnras�z�����n�n�]zf���v�su\�s���[�v�n{|>yo;m�r�v�ss �\o���:n ��]\o0b�n0�~nmi{�n{|�es-n�vas*n�i�_�s��p�t�~�~0�n�]zf��/fn���_xvz�nxt�,gfn�[1960t^�n�neg���_�yf[�b/g�su\�vteso�r�qu\_xvz ��i�b�qvq;`so;���0l�t;����tۏs;��� �v^ۏnek�[���_xvz�v�w,g� ��y���_�v,g(�0���_l�:n0���_�q�[�t���_;nsoi{�ۏl��tf[�c�� �v^(wdk�w@x n�s`���_xvz�[�n�n�]zf���su\�svq�tf[�g�^�vain0d�mr��t�~�y �;`qqs�bkq�z ������n���_�sa��[�n�]zf��xvz�vain �\o�c�q�n�n�]zf���v�su\\���_nzf���vsq�|ۏnek�c�qeg0b�p�b/g�[�n���_xvz�v�cۏ �n�_tf[0uirf[nw�b:n���_xvz�v8h�_0fn?z�~�g�[te ���ameu�z0978-7-302-57156-8�,{1�z��hq�n�~irt�q�v�w@x�wƌ �����irt�q�[hq�w,g�i�_0so�|�g�g0sq.��b/g0�^(ui{�q�[ �o�_f[u�[irt�q�[hq gn*n;`so�v0fh�g'`�v��ƌ �,{2�z�c�qirt�qz��!j�w ���f[u�n�irt�q�s��m��s�vz��/f�nhn �n o�~�vz�� g�nhn:s r0,{3�zb n/t n �/fte*nyepg�v�~���978-7-5629-6367-7irt�q �~�~�~�g�vyr�_0�^!jn�^(u ဌe �8^�s �n��w� irt�q�s�xxvz�nxt�,gfn/f�v�[�6q�yf[�wё͑�py��v irt�q�s�x n�~�~�g�g�^!j0l�:nr�gnos������n5ufuiram:n�o(71531009) �vxvzb�g0��hq�[irt�q�s�x�vyr�_ۏl��n�|�~'`�vr�g �s�birt�q�v�w,gyr'`�svq&^eg�von�~�~(w�~�g0am z0l�:n�t�s�x�eb�wq g�vyr�_�6qt�^�z�nirt�q�s�x n�~�~�����vt�� �s�b�q�irt�q�s�xyr�_ n�vhe(u�qpe�^!j0q�~�~�g�^!j0y�vhċ�nch�^!j�gt\irt�q�s�xyr�_n�~�~�~�g����t�� �џ(u�nt{|on�~�~�~�g�v���� �s�b�1)1u6r �on funon ~��[b_b�v�o�^���~�~�~�g�v���� �ss g?e�^�sn�v:s�w�[‰�~�~�~�g����0�gyr�[l�n^:w-n�o�^���~�~�~�g�����2)6r ��won�~�~�~�g�v���� �ss�[�e�t�^irt�q�s�xyr�_�v�g'`6r �on�~�~�~�g�����3)5ufuiram�~�~�~�g���� �ss'yĉ!jr^_v^l�џl��v�~�~�~�g�v����0,gfn��!kxvz�nirt�q�s�xyr�_ ��c�q�nirt�q�s�x n�~�~�~�g�����et�� �:nonώ�cirt�q�e�n�v0reg�c�o�nt��/ec0978-7-5629-6368-4irt�q �sol�:n�vyr�_0�^!jn�c6rဌe ���hw� irt�q�s�x�{txvz�nxtb,gfn/f�v�[�6q�yf[�wё͑�py��v irt�q�s�x n�~�~�g�g�^!j0l�:nr�gnos������n5ufuiram:n�o(71531009) �vxvzb�g0��hq�[�kr�g�n�s�sol�:n(w o�~�s�x0�nt�q�s�x�sirt�q�s�x n�vl�:nyr�_ �s�b�`a�l�ryr�_0‰�posyr�_�n�sl�:n�qv{yr�_�6qtb��[ n��yr�_ �xvz�sol�:n�nw!j�w�^!j�et���t�e�l �s�b�^�z�z�st��l]eq�vl�:n�nw!j�w ��n�sџ(uirt�q�s�x n�[�eǒɩ�v�e,g�tpeyn�v�[�6q�yf[�wё�yqq tv{r ��n �yf[0�w@x0mr�l :n�[mo ��e(w�oۏb�v�w@xxvzb�g�ht�t�c^0 -n�v�w@xxvz�bjt nfn;n���qhr�v�[�6q�yf[�wё�y͑'yd��ry��v(͑'yxvz��r0͑'yy��vi{)�~���bjt�v8h�_ ؚ!h���{:gnnf[u as n�n �v�[͑�p�qhrir�qhrĉry��v �s�n:g�h�] z�|r�|�tyepg10,282u�pencyt�b/g�nxt ؚ!h5up[�oo`nnf[uht=rw�2�~3�~~��rw�ϑs�bd�_ek�vfn:ghvf[`n�nxt o��n z�^����f[`n��snw�-n�v{��]n as n�n ĉryepg 荃x5up[fu�r�eb_`�zsosyepg ym_lwnf�ؚ!h as n�n �eb_`yepgpencytxvz�nxt16,210u�ns�z�y�b14,260u�zf���c6rxvz�nxt �s�t"k �ؚ�ewz;n ,gfn�e�s\o:n�vsqnn�vyepg ��s�s�n\o:n�w��:g�g(ufn � t�e�s�o�vsql�n�v�b/g�nxt�s�o(u'ypencn�v�[�lt�v�[�yf[�b/gf[/gw�\o�qhr�wёd��r�qhrzs�eɖ�p13,287u��sfn,{2hr as n�n _lςwؚi{f[!h͑�pyepg10,297u��v�[�qhr�wёy��v  as n�n �v�[͑�p�vfn�qhrĉry��v�vkn͑hv�qhr�] z as n�n �v�[͑�p�qhrir�qhrĉry��v �v�[�qhr�wёy��v�n�]zf��f[`n�2020t^�^�q���s"��~'yf[f[/g�e�^ ؚ!h�vsqnn{|^u�v�[�qhr�wёy��v  as n�n �v�[͑�p�qhrir�qhrĉry��vnf�ؚi{ye�� asn�n �v�[�~ĉryepg2�q(640u�)ps7r�]n�qhr>y5hr ؚ!h���{:gnn^u4hr13,301u�20,178u�12,147u��vsq���16,464u�2hrs�nt�]'yf[�qhr>y gp�#��nlq�s3hrn,����s�nt�]'yf[ �snam �^���|�t�qhr�] z -n�o�qhrɩ�v���n gp�lq�s2020.02dq�p�]n�qhr>y2020.032020.012020.042020.05275u�347u�2021.4223u� nwm�nl�qhr>y303u� y�e'yf[�qhr>y248u�240u��nl�e�b�qhr>y183u�350u�285u� >yo�yf[�e.s�qhr>y304u�344u�205u�q\n'yf[�qhr>y162u�308u� t���]n'yf[�qhr>y214u�ς�]'yf[�qhr>y254u�_lς'yf[�qhr>y171u�276u�283u��qq\'yf[�qhr>y244u�165u�289u�509u�,{3hr259u�333u�335u�217u�274u�118u� ^�^�'yf[�qhr>y222u�178u�ؚi{ye���qhr>y174u�264u�257u�181u�299u�338u�312u�317u�237u�241u�261u�311u�263u�331u�315u�370u�189u�337u� �t\�n�] z'yf[�qhr>y277u�͑�^'yf[�qhr>y346u�239u�219u�327u�286u�459u�297u�373u�279u�468u�256u�200u�fn�sň'^�ny�qhr�e��u�x_,gnfn t�q�[�c������[a�r{|�s�|ň,{2hr�nl�qhr>y2020.1222cm2020.1026cm2020.62021.3246u�21cm2020.11221u�24cm2021.1'yo���2020.9206u�  nwm�yf[�b/g�e.s�qhr>y2020.827cm207u�23cm195u�208u� u;m���fn��e�w nt�fn�^2021.6329u�294u�2021.2444u�25cm192u�369u�2020.7251u�242u� -nqq-n.yzq!h�qhr>y301u�345u�210u�226u�268u�216u�281u�300u�258u�296u�ؚ!h�vsqnnf[u182u�400u�30cm20cm267u�-n�v�]�n�qhr>y230u�288u�249u�310u��v�]�nl�qhr>y328u�355u� 21n�~�ƌye���|ryepgs�n'yf[�qhr>y213u�-n�v{��]n�qhr>y270u�-n�o�qhrɩ�vs�nt�t�qhrlq�s280u����[r^� s�nt�]'yf[�qhr>y172u�19cm220u�< ns-n�y�b'yf[�qhr>y nsn^�'yf[�qhr>y2021.01120u�477u�201u�ؚ!h�vsqnn^u215u� t�g'yf[�qhr>y168u�q\�ye���qhr>ys�n�e�nns�efn@\292u�243u� �ws"��~'yf[�qhr>y2021.5108u� �v�[l�?e�{t�qhr>y228u� -n�v�nl'yf[�qhr>y s�n^�'yf[�qhr>y389u�227u�fkil'yf[�qhr>y271u�463u� �����~nm8�f'yf[�qhr>y184u�nws'yf[�qhr>y224u�225u�284u�126u�265u�233u�193u�266u�252u�250u�ym_lye���qhr>y155u�5up[�]n�qhr>ysf[�]n�qhr>y156u�ym_l�nl�qhr>y -n�v�yf[�b/g�qhr>y247u�154u�l;nn�^���qhr>y313u�152u�143u�131u� _lς�q�q�yf[�b/g�qhr>y348u�148u� s�n*�zz*�)y'yf[�qhr>y197u�245u�212u��yf[�qhr>y229u�ؚi{b�!h^u nwm'yf[�qhr>y362u�472u�287u�458u�161u�204u�255u�340u�332u�nns'yf[�qhr>y136u�ns'yf[�qhr>y375u�352u�334u��~nm�{t�qhr>y190u�231u� t�g�e�s�qhr>y176u�339u�160u�380u�-nq\'yf[�qhr>yym_l'yf[�qhr>y290u�269u�314u�209u�330u�318u�316u�164u�194u�5��]�nl�qhr>y293u�388u� _�m;n522u�437u�218u�376u�  nwm�n�'yf[�qhr>y�ens�qhr>y150u�272u�177u� 207u�, [4] u��vhr-n�vr�t^�qhr>y211u�411u�408u��wƌ�ncg�qhr>y357u�273u�186u�320u�416u�324u�391u�516u�298u�29cm�egl�qhr>y480u�123u�196u�179u� -n�v�~�~�qhr>y gp�lq�s377u�2021.7260u�386u�295u�173u�356u�291u�142u�ؚ!hf[u451u�253u�430u�2020.09188u�236u�203u�238u�vnws'yf[�qhr>y vnws�yf[�b/g�qhr>y305u�140u� -nq\'yf[�tf[�|�tye z322u�187u�424u�145u�139u��l�_�qhr>y2020326u�234u�585u�383u�410u�104u�122u��w�l�]n�qhr>y28cm456u�2020.08153u�372u�405u�343u�191u�ы�g�qhr>y412u�*�zz�]n�qhr>y2�q371u�378u�440u�202u��nl��5u�qhr>y438u�-n�vfu�r�qhr>y199u�119u�170u�138u�428u�,{8hr157u�166u�349u�342u�302u� n423u� na very short introduction[r%m�ƌ��,gr mw�403u�  t�g�qhrɩ�v���n gp�lq�szq�^��ir�qhr>y180u�436u�:g�h�]n�qhr>y)y%m'yf[�qhr>y146u�321u� ns^�'yf[�qhr>y425u�125u� -n�v4l)r4l5u�qhr>y198u�,{4hr,{9hr �t\�n�]n'yf[�qhr>y169u�147u�640u� �ws�n�'yf[�qhr>y128u�149u�135u�q\n�s ��qhr>y -n�v�^q{�]n�qhr>y392u�112u�572u��z�oo���qhr>yuo`�[w�ğ�l4l)r�qhr>y�y�b�]\o� �oo`�ef�v�tf[xvznfn���w�yf[xvz�nxt��ƌnfn s�n��5u'yf[�qhr>y�e�w�e�^167u� nswst�]'yf[�qhr>y -n�v��s��qhr>y gp�lq�s,{5hr106u�105u�;n�]�f~g�m/n�oё���y�b^n�~�ջn(uyepg-n�v�[*��qhr>y-n�o�qhr>y385u��x�u,{6hr232u� -n�v�yf[�b/g'yf[�qhr>y151u� ws�n^�'yf[�qhr>y124u�978-7-5671-4001-1 ���_xvzn�n�]zf��hg�^�\w�x, 249u�368u�x, 205u� �yf[�b/g�e.s�qhr>y (�) ^��i`�kq��y���n gp�lq�s358u�2020.06396u�114u�-n�v�sp[���qhr>y144u�379u�319u�121u��lws"��~?e�l'yf[�~��n'ypencf[b���n �~��npenc�yf[nfn-n�vё���qhr>y�vup z�^����nfn �e�e�n �b/g�e*geg479u�  nwm�yf[�b/g�qhr>y�w�nr��528u�360u� -n�v�wn'yf[�qhr>y439u� xii, 235u� penc�yf[n'ypenc�b/gnfn 'ypenc�^(un�b/gnfn1,gfn�t\o:nؚi{b�!h���{:g�s�vsqnn�vyepg�tyef[�s�fn, _n�s\o:n�vsq_�s�nxt�v�f[yepg�t�s�kb�q132u�-n�v��s��qhr>y ��[5up[�y�b'yf[�qhr>yirt�q524u� nsnt�]'yf[�qhr>y 5up[�y�b'yf[�qhr>y471u�455u��v2��]n�qhr>y 'ypenc�t�n�]zf���b/gnfn �n�]zf���vsqxvz�nxt�n�]zf�� -n�v"�?e�~nm�qhr>y͑qx127u� �v�]�yf[�b/g�qhr>y116u� �oo`�yf[�b/gf[/gw�\onfnxv, 278u� ؚi{b�!h�|�t�� z�|ryepg xii, 223u�-n�v�su\�qhr>y �v�rb��su\xvz-n�_xvznfn404u��stn�[���qё�]n�qhr>y500u����{:gnn�nxt -n.yl�e'yf[�qhr>y pencyt�vsqxvz�nxtirt�q(w-n�vx, 164u�450u�xi, 251u�x, 236u� �s�]n'yf[�qhr>y xii, 282u�x, 206u�x, 277u��neq�0r�|� penc�yf[n'ypenc�{tnfn'ypenc�s�n�]zf���nye��t�|rnfn ؚi{b�!h�vsqnn^ut��n�[��429u� -n�v0w(�'yf[�qhr>yx, 286u�,gfn�q�~w��ef�qhr>y110u��soew�-nws"��~?e�l'yf[ �snam �^���e�^-n�v5u�r�qhr>y10, 312u�130u�617u�2021.02�en�n�n�]zf��2030hqof�ynfnfn2021.0310, 362u�r�~-n�~y[�_ow�113u�t��0�e�ln�^(ut��n�e�l505u�100u�^n�y�b�qhr>y͑qxzf���e�nrow�616u��s#wcqw� zf���yf[n�b/gnfn�_��hrؚ!h^uxi, 244u� xii, 283u�nf�ؚi{ye�� as n�n ĉryepgua��hrxi, 239u� z�^�����vsq�nxtx, 195u�101u�xv, 230u�ؚ!hnn��t }{q�cgs�|ryepg fkilt�]'yf[�qhr>y�n�]zf��xvz� nf�ؚi{ye���|ryepgx, 207u� ns�gn'yf[�qhr>y �n�rd�,gt��n�[�rnfn  t�g�yf[�b/g�qhr>yxi, 236u� xii, 180u� 'yޏwm�n'yf[�qhr>y xiv, 277u�zs‰nfn xviii, 233u� q�~zz���[hq�b/gnfnpencytxvz�o'reilly�|�t�vfn�|r �e�w�^�e�b/g�e�{tnfnpencr�g'ypencnfn xviii, 240u�-n�v�v�e�qhr>yx, 329u�631u�x, 183u� xii, 400u� xvi, 216u�x, 270u�"��r�{t�nxt �n�t�{tnџ%��|rnfn xiii, 234u�978-7-5130-7048-5?e�r:ghv�nrpa�v?e�r�^(uxi, 264u�yo �;n xii, 300u� �]n�c6rnzf��6r �nfn2020.07677u�ng=rw�beun?ev{x, 154u�zf��6r �n:ghv�nt���s�b/gxvznfnpenc�lt �oo`�b/gmr�l�wƌr^���,g^'yr^��nye��t�|rye z�e�[��e�w��ss���] z���r�w{qn�] zye��nn�����|rĉryepgxi, 217u�x, 181u� �n�]zf��xvz�vsq����s�u�ew��xzf���e�nxi, 248u��n�]zf��xvz�nxtxx, 297u�pencyt�vsq�nxtpenc�� }527u���f[`n� 290u�, [2] u��vhr ym_l�yf[�b/g�qhr>yўl� z�^xtw�*gegit�v�ў�y�b�|rnfn-n�v�yos�en�n�oo`�b/g�|rnfn xvii, 209u��_��ɖ��hr 'ypencn�n�]zf���b/gnfn978-7-308-20659-4 fu�r'ypencǒɩnr�gؚi{b�!h as n�n 5up[fu�r�|rĉryepg978-7-115-54308-0 5up[fu�rpencџ%�n�{t���vl;n978-7-115-54628-9excel5ufupencr�gn�^(uh�wm�ww�penc�yf[n'ypenc�b/gnn�|rĉryepgxi, 282u��s�e;nؚi{f[!h'ypenc�{tn�^(unnĉryepg xiii, 238u��vup�sr540u� xii, 188u�xi, 271u�x, 262u�x, 234u��sr�hr12, 391u� (�r) �~��k�\w�xi, 225u�:ghvf[`n xxii, 302u� penc�yf[n�] z�b/gnfn xvi, 326u� xvi, 281u�ϑs�nfnfnϑp[�yf[�qhr�] zx, 355u����[r^�lq_��xi, 328u�hg�m;n11, 368u�h��w� xiii, 248u�x, 233u� _sffw� 288u�, [8] u��vhrh�fw�4t�qw��oo`�b/g�nmb�w{q�|rĉryepg xii, 260u�ؚi{f[!h�vfn�`�bnchhh�{t�|ryepg978-7-302-53852-3 �wƌ�v1�n�m�^f[`n �e�e�n��b/g�e*gegb�t�e�]�ynf�ؚi{ye���|ryepg 0u�[ ... [i{] w��b/g�{x, 294u�724u� xiv, 152u��m�^f[`n�|rxi, 200u�pnؚ1r}y��w@x�{xi, 192u��epw�iq�v�vsqxvz�nxth���w�x, 282u�r�lw�< xiii, 194u�x, 146u� xvii, 196u�;n�s�_ xii, 231u�ngs^w� 169u�, [4] u��vhr 177u�, [2] u��vhr4tqrw�701u�'ypenc�e�n4x'�bv� 244u�, [4] u��vhr 326u�, [2] u��vhr xvi, 230u� 242u�, [8] u��vhr xii, 204u�-n�v�yosf[�y�su\��kmn�b/g~�v�|r�bjt2021.04 o;u1r}y� ���{:g�vsqnn�nxt�|ňhrx, 238u��n��_�y335u�, [10] u��vhr 347u�, [4] u��vhr _oew�x, 316u�pef[xvz� �yf[n�] z���{�b/gnfnx, 411u��y�b1r}y�pythonhr�~xqыn�e�]�y�^��kn� *�)yhqۏ�b/gxvzn�^(u�|r!j_ƌ r�|�~n�c6rnfnh�wm�l;n �n�]zf���|rĉryepgo224978-7-5607-6706-2o ��ln�~y{�l�svqr�e'`�^(u_[�^%f, bsf�, s%fuq;nt,gfnr:n t��_eq  'y�[��ee�n  xq�w�^(u n�r, �q�[s�b: �~y{�ls^݋; o ��ls^݋; �~y{�lnq�~��r�b/g�v�su\; o ��l�v�su\--gos�e�l; �c�^�i{0���{:g�yf[nfn xvi, 330u�ؚi{f[!h5up[�oo`{|nn�|ryepg�_~v�y�|rxvzu�|ryepg 5up[5ul�oo`{|nn�|ryepg978-7-312-04911-8 ϑp[�|�~�c6rt��n�e�l�6q�yf[�ƌ�|rx, 408u� as n�n �v�[͑�p�qhrir�qhrĉry��v 0wt‰kmn�[*��b/gnfn978-7-03-065130-30wt!j�b�|�~ cqހꁨr:gnzz��zf�����fn@\ wm m:ghv�n�yf[n�b/gnfnnns�y�b'y��x the big ideaؚi{f[!hpenc�yf[n'ypenc�b/gnn�|ryepg �n�]zf��mr�l�b/gnfnxi, 278u�hqۏ6r �t��xvzn�] z�b/g�|r �s�n:g�h�] z�|r�|�tyepgb�t�e�]�ynn�^�����{:g�|ryepg nf�ؚi{ye��:g5u{|�|ryepgt���{ iq5up[�yf[n�b/gmr�lnfn no�~pg�enhv�nnfnh�9hw� �en�n�n�]zf���|ryepg irt�q_�sn�^(unfn92u�x, 405u�93u�",gfn�s�o�vsqnn�vxvz�nxtpt�0�s�, _n�s�o^'yye^�tf[uf[`no(u���nnsw� ؚ!h:g�h�] z�vsqnn^u72u�978-7-5629-6354-7pew[6r �ňynǐ z�vzf���c6r beu'`�etq�nn�ynfnfn :g�h����6r ��svqꁨrs�|rws2zf��6r ���hq�y�b�|rnfnؚi{f[!hzf��6r �nn�|ryepg'k�y>yf[`n o;u �v }zz��nzf���yf[nfn �v㉷nf[1\o�|rؚi{f[!hꁨrs{|nn�|ryepg2021.05�^(u�{�]�c.^yex�~w�zf��6r �ؚ�b���nmb�w{qĉrnfn xii, 357u�nf�ؚi{ye��km�c�b/gn�nhvnn�|ryepgnf�ؚi{ye��5ul�] zꁨrs�|ryepgf[/g-n�v nwmt�]'yf[nam,g�y�|ryepg �oo`�yf[�b/gnw�nfn -n�v6r �2025 �qhr�] z74u�5up[�oo`�yf[n�] z{|nnĉryepg �e'y݋�oo`��onfn �oo`�yf[n�] z�|rnw� ���{:g�yf[n�b/gnfn 5up[�oo`n5ul�] z�b/gnfn�sёfw�b�t�e�]�y�v5u�]5up[�oo`�w@x�� z�|ryepgq,gfn�s\o:n5up[0��o0�_5up[0�oo`05u�n�|�~0��on�oo`�|�~�skm�c�b/gn�nhvi{nn,g�yu�txvzu�vyef[(ufn, _n�s�o�n�n5u����t�|�~_�s�v�] z�b/g�nxt����s� 5up[5u���0�nwn6r\o �vy���{:g�yf[yepg�|r z�^�����nxtؚi{f[!h�oo`�b/g{|�e�et�e�r���eb_`�|rĉryepg ؚi{f[!h�n�]zf��ye��nfn^y�n��]w� �s�n��oq�~�b/gnfn978-7-03-065825-8�c6r�yf[n�] z-n�v�l�qr�g�w@x978-7-111-65526-8 �n:g�n�n�b/g�s�^(u;n4t�nnnf�ؚi{ye���n�]zf��nn�|ryepg��yuo�f}y0w\�n:g�n�n�b/g�^(u0rwqso���w/f�vmr�v�p�pxvz�0,gfn�[�n:g�n�n�b/g�s�^(uۏl��n�k��hqb��v�n�~, �q�[s�b: �n:g�n�n�b/g�su\�s�sn�����sr, ���wǐ z, �n�n!j�w, ċ0o�e�l, �n:g�n�n_�so�lx�n�]wq, gt�n�~�n�n:g�n�n�b/g(wsoa0kb�r0�x:_�s�[�n�s�:g�n�n-n�v�^(u0,gfn�v;n���q�[�n�n\o��vxvz�]\o, �r�q�[�spg�n�s��e.s02,gfn�s\o:nؚi{b�!h���{:g0�n�]zf��05up[�oo`i{nn�w@xyef[(ufn, _n�s\o:n�n:g�n�n�b/g1r}y��v�s�fntp11978-7-111-65893-1�n�n���������n:g�n�n$(�) wm&o�ynf, (�) y��y_�nf^t�e, (�) o)n�y�wpg�ew� xviii, 412u��,gfn1u�n�n����lu�v nmov�\f[�t����d�q, /f勆��w�v�~xqw�\o, ��hqtt0w�v'yf[ �\oyepg0�ehr,g�~b�n,gfnn/��v�f[�yyrr�, v^n�e�oۏ0w�e�x�nn�z����'yĉ!jpenc, t�ee�eq�n�e�v�su\b�g0fn-ns t'yϑ�[�o, �m�soewc(u7bso��0>yo�zson�`a�n�n0�mt�s�[n�:glub�i{0hqfn'}'}�v�~����nċ0o�v��nǐ z, n�ns t�n o�~�vt���wƌ0�[�o㉐g0�[��c�[i{�q�[, ؏�ǐ �z�x !jww�����nn�|r/t�`��v_>e�0n,gfn;n��b�tf[`n�n:g�n�n0�n�n����0�oo`n��o�b/g0qu�����0o��n�] z0pew[�zso0�oo`�|�~�t�oo`xvzi{�� z�vؚ!hf[u, t�e_n/f勆��w�nn�nxt�v g�v�s���ir978-7-111-65955-6(u7bso�������[�� �shfgs, h��nw�xx, 448u��hqfnr:n�w@x�{0�st�{0�^(u�{0�[b�{�t�su\�{0�w@x�{�n�~�n�n{|aɉ�v�� }0�n�t�v }0�s�x�v }�t�n{|l�:nn�n�ni{nso��o`o`�vsq�v�� }�v�yf[�[in0�gb�svqxvz�e�l, ;n���m�s�_tf[0utf[�t^:w%��i{f[�y; �st�{/f�[�s g(u7bso�������stn�e�l�v�yf[;`�~, �n�~�n�nkano!j�w0r(u7bso���nb\�����l, �n�['`0r�[ϑ�v(u7bso��kmջnċ�n�e�l; �^(u�{�n�~�n(w n t���w�^(uso�������st�e, �[ n t`�~�e_�vt㉌t�[�vsq�wƌ"}_�v�^�z, i{0 ����nn�vsqnn�nxt978-7-111-66675-2so�� o� 8nb(u7bso��r�gn�����l��]w� ui/ue�|rnfn�,gfnr:n n�r0,{n�r (,{1-2�z): 8nb(u7bso�������v�w,g�i�_0,{�n�r (,{3-5�z): 8nb(u7bso������^�vr�gn�����e�l0,g�r\�w�n,{n�r�^�z�v���rfh�g, .^�r����c�c8nb(u7bso������^�v8h�_r�g�t�������r0vq-n;n��s�b8nbso��b\�v ��b!j�wr�g�l0:g6rb\�v�bl�_�sr�g�l�th��sb\�v�n�n�����e�li{, ُ�n/fۏl�8nb(u7bso�������v8h�_0,{ n�r (,{6-8�z): 8nb(u7bso���v����`�~0,g�r�n8nb����`�~0�n�n����`�~�tɖɉ`�~i{t��҉�^, �[,{�n�r�v�q�[ۏl��nؚ�^;`�~�t�c�p0 8nb(u7bso������^978-7-115-53668-6�sa~�n�{ �n�n�����wƌso�|�|��4tv�;n�ُ/fn,g gsq�n�n����ĉ�n`�~�e_�vc�[(ufn0,gfnr:n8�z: ,{1�z�n�~�n�n�����v�w,g�wƌ, ,{2�z��㉤n�n�����v�w,g�sr, ,{3�z���ios�tmaterialdesign�|�~�v�n�n����ĉ�, ,{4�z/f\o��~tꁫ��~���ht;`�~�vnwy�y�r�z�v����ĉ�, ,{5�z��㉄v/fweb�z�v����ĉ�, ,{6�z��㉆n�n�n�s�w�v�v����ĉ�n�e�l, ,{7�z��㉄v/f�v��n�t�n�n�����v�]\oam z, ,{8�z/f�[�n�n�����v�~tr�gn���0hqfn�m�v�n����^�^勌c�c�vnn�wƌ, �q�[�~�gtt, ��㉹e_��of�a0;,gfnyr r�tr�~�n�n����^���, _n�s\o:n-nؚ�~�n�n����^�v�s�(ufn0dky, ,gfn_n�tui����^�t�nt�q�n�t�~t���978-7-115-53823-9 (u7bso������^�vb�kn�r%m, nggw��,gfn/f(u7bso������^�veq���ir, �n(u7bso������^�v҉�^�q�s, �|�~0w�n�~�n�n�n(u7bso�������vf[`n�e�l0`�~�e_0�]\oam z�t�e_, ���v�n(u7bso�������w@x�wƌ0����^�v҉r��tl�n�v�`0�]\oam z0�blr�g0����ĉr�t����h�q0y��vߍۏ�tb�g�h��0����^l�n�o{q�n�s���wqy�vaƌi{, �r�v.^�r����^㉳q(wy��v-ng�0r�vn�n8^���, ~b0r��]�vl�nb�kn�0h,gfn�[�n�n�n����^0ɖɉ����^0(u7bxvzxti{wq gn�[�s��nn�n�vsq�vhh�oۏl�vr�g, �meqr�g�n�n�]zf���[>yo�s�x@b&^eg�v�ss0:gg�ncb0,gfn�q�[�m�v�n�n�]zf���v;n���su\���w, �y�e�n~�v�0ё���y�b0;s�u g�r0zfga�[2�i{, ;r;u�n�n�]zf��*geg�v�su\:wof�tfun!j_, :nb�vtl�n�^�[zf��sl��w�c�o�_}y�vc_�tpt�0u,gfn�t�n�n�]\on�n�]zf���vsq�von�{t�0n�[0rn��sؚi{b�!h�vsqnn�v^u���, �n�t�[�n�]zf���svq�vsq�b/g0�n�t�sfun�^(uatq��, �`hqb��n㉺n�]zf���v������978-7-121-39706-6tensorflow 2.xy��v�[bngё*mw� xviii, 506u��,gfn�w�ntensorflow 2.1hr,gۏl��q0fn-n�q�[r:n4�{0,{1�{s�btensorflow�v�[ň0o(u�e�l0ُ�r�q�[�s�no����_� nkbtensorflow�]wq0,{2�{s�bpencɩ6r\o0yr�_�] zi{penc��yt�]\o, �n�snpeyo�w��f[!h\o:n�w��yepg, ؏�t���{:g�vsqnn\o:nyepg978-7-121-39912-1 �n�]zf���e�n�y�rf[`n g�rngimtw�xi, 226u����@w�n�]zf���b/g�v�su\�n�s�y�rf[`n�v�^(unf�s, �y�rf[`n g�rxvz n�e�meq0,gfn�n�n�]zf���e�n:ǹof, �n�n�]zf��nye���m�^��tt�_:nc�[, �n�y�rf[`nzf�� g�r�^(u�bl:n�vh, �c"}�n�]zf���e�n�y�rf[`n g�rso�|�n�s�[�sv{eu, ;n���q�[s�b�y�rf[`nzf�� g�rso�|����0�y�rf[`nl�:nq_�t�v }r�g0�y�rf[`nd��n���� g�r0�y�rf[`n*n'`sd��n�cp� g�r0�y�rf[`n_���^ĉr g�r�n�s�y�rf[`no4or�~ g�ri{0c,gfn�s�oؚi{b�!hye���b/gf[nn0���{:g�yf[n�b/gnn^u�n�s�y�rf[`nxvz1r}y����, �t�w��:g�gyef[�����nxt0f[`n�n�t����n_�s�nxt�n�szf��ye��l�n�vsq�]\o�i{_u\�y�rf[`n����n�^(u�]\o�v�s�d��e978-7-121-40042-1��zf��ytğ�l�q ... [i{] w����zf��ytn�v/f�n�]zf�����w�v͑��xvz�etknn0,gfn cgqxvz�s zn�s�r0sq.��b/gn�e�l0�su\���rnu\g�v�w,g ��~, ͑�p�n�~�n��zf��yt-n�v��!j�wn�wƌh�:y0��r�g�b/g0���`ar{|0�6q��ub�b/g0ꁨr�t{n�n:g�[݋0:ghv�ы0�oo`�h"}n�oo`�cp�i{;n��0,gfn@b�c���v�q�[�m�s�n�n�e8^u;m-n�vw�[�^(u:wof, t��n�[���v�~t, @b�c���v�b/gwq g�nh�'`, �o�n���t�n��o/��08,gfn�e�s\o:nؚi{b�!h�vsqnn^u�vyef[�s�fn, _n�s\o:n�n�]zf�����w��zf��ytxvz�nxt�t^'y1r}y��v�b/g�s�fn978-7-121-40103-9 r�~�~, _ls^�[w�xi, 329u��,gfn�n�n�]zf���b/gnhqۏ6r ��b/g��t�v҉�^, �n�~�n�n�]zf���b/g(w�n�t����n6r �-n�v�^(u, _n1\/fzf��6r ��b/g, @w͑�n�~�n�['`�zso�^!j�t nnx�['`yf[�y����osi{zf�������b/g0����t'`�wƌ�^!j�t ybg�n�tx6r�] z�wƌ�{ti{�wƌ�] zn�{t�b/g, �n�szf��ňm��^rĉr�t6r �ǐ zzf�����{i{zf��u�nn6r ��b/g, v^�~twqso:y�o�n�~�n�vsq�b/g�e�l�v�^(u07,gfn�s�n\o:nؚi{b�!h:g�h0�oo`0ꁨrsi{nn�vyepg, _n�s�n\o:nnzf��6r ��b/g�vsq�v^'y�] z�b/g�nxt�v�s�(ufn978-7-121-40199-2�m�^f[`nntensorflow�[�� _�s�[w�978-7-121-40450-4�n00r1 tensorflow zkb��ht)p, �qؚ�\, >�ޏ��w� �n�]zf��npenc�|r�'y�rtensorflowyepg�^(uhh�o\, t������k���i�b, f[upef[�w@x��1_, �[�n�]^y�~q�~����eq�0,gyepg�n�~tensorflow�v�su\�tyr�pt, �ǐhh�o��~�n�~tensorflow�vo(u, @w͑�~�0w���f[uf[`n-ng�0r�v���p, �k�y _ϑ�vb_�r0ws�y0`ls0�n�s�qi{0�ǐhh�o��f[u�b\�ۏ0w�c�ctensorflow, gt\!j�w�y i0r�[ss�y�r�~�z, ���e��0wa�s�n�]zf���ve��r0tensorflow��f[`n�978-7-121-40699-7�wƌ�v1��[��h�ns��w� xviii, 309u�[�wƌ�v1��v�su\�s�s�n܏am�, �n�~xq�n�]zf���v8h�_}t��--�wƌ�] z, 0r�nt�q�e�n�v�inweb, �q0rs_ n�_y���w�g�^�vpecs�n�~ r�v�s�n�wƌ�v1�0�wƌ�v1�|qwq�n�]zf��0'ypenc�t�nt�q�vy͑�b/g�w�v, /f�wƌh�:y0h�:yf[`n0�6q��yt0�vpenc�^�t�v���{i{y*n���w�b/g�v�~tɩb0,gfnhqb����v�n�wƌ�v1��vh�:y0x[�p0���s0�ct0��t0�t{�tr�gi{n'y�eb�, 100y*n�w@x�wƌ�p�v�q�[, t�e�v�by!j`�wƌ�v1�0�wƌ�v1�n�v^y�~q�~�v��t0,gsoh�:yf[`n0�nt�wƌ�v1�, �n�s�wƌ�x:_�v�������~!j�wi{�e�p�p0�e�su\0\o:nn,g�[��'`(��vfn, ,gfn ^g.^�rrf[��ht�wƌ�v1��v�w,g�wƌ�p�tsq.��b/g�� }, _n ^g.^�r�b/g�qv{��^�z�wƌ�v1��vtesoɖ�v�t�|�~�] z‰, :nmr�l�yx�nxt�bu\r�eɖα�txvz�et0),gfn�tؚi{b�!h�v���{:g< nn^u���, _n�s�o���{:g�vsql�n�v�{t��tx�s�nxt�s�978-7-121-40806-9t���w@x fun=�0w �[b:wof hh�or�g���eimw���n�]zf���e�n�]�~eg4n, ُy��b/gck(w9e�s�n{|�v���w�tu;m, _n�[>yot*n���w�nu�n͑'y�vq_�t0,gfn�nt���w@x0fun=�0w0�[b:wof0hh�or�gy*n�eb��n�~�n�]zf��, �����n�]zf���[�qn0ё��01zpn0;s�u0%��0�]n0ye��i{���w�vq_�t0�sy, :n�nώt�e�n�p�p, ,gfn؏r�g�n�n�]zf��n5g0:sww��i{mr�l�b/g�v��t�s��the�g, o����n�s_�n�]zf��b:n n�s�l��v���r, �^勂yuoߍ n�e�n�veko0,gfn/fn,g n�sy�_�v�[bfn, n�nwqy�_:_�v�d\o'`, ؏wqyn�[�vmr�w'`, /f����cgs���r�v�_y�]wq0$on�{t�nxt0rn�0�b/gxvz�nxt0�vsqnnf[u0�[�n�]zf��atq���v�n�978-7-121-40898-4!j�w`�~ �{snlu�v�n�]zf��!j�w��mb%fw�xx, 404u���[�n�n�n�]zf���{�lxvzn�{�l_�s�v�neg�, !j�w�vf[`nno(u�_ n�s\0$\vq/f(w�vmr�y�e-n)y�v�n�]zf�����w̑, �n�n�!j�w, !j�w_n/fb\�q nwz, ���ny�n0r�m9� �_f��p��tag� ��f�t�t��~o �o w0r�nhn7h�v^jt�tɖ��& & nr��1u�{�l�n�{��{�l.^�r�n{|�x:_���r0�~ck��0㉳q� ��s6r ����p ��[�r�yn*nў�{ �υ@w��y n:n�n�w�v�y�[0�n{|�vaɉ/f&t��y(u�{�legϑs�b�n��&t�c�s��]�v�`�~�s0r�d�~��{�l�s/f�yuo��km0q_�tv^ۏ ��c6r�n{|l�:n�����c�cُ�yai�e�n�v�{�lcg�r�,gfn6eu_'yϑee�n�t�s�[hh�oxvz ��n��.u0�s�l0;s�u0zf��~�v�0z�/gr\oi{�eb� ��meqem�q0w�c:y�n�{�lџl��v�st �u\:y�n�[�n�v�rϑ�to:�p ��n�s�yuo^ygy0wq_�t�n{|>yo0978-7-300-28780-5͑�g0wtfood energy & water(�) q'y:nw��nct�t�v��km, 2050t^hqt\��0r100�n�n�s0,gfn��:n, 0wt{q;m100�n�n�s/fn*n�]'y�vcb, �n{|\b�4n few �v�x0 few /fߘir (food)0���n (energy)04l (water) n*n�eus͋�v��w[�k)�q, /f�n{|ux[n�su\ n�sb:�v�w@x'`d��n06q �, ��@w0wt n�n�s�v�x�, ߘir�[hq0�m4ld��n�w:0s�w���n�g�zi{hqt'`��e�vb:n6r�~�s�n>yo�su\�v �wg , %n͑z��0r�v�[�[hqn>yo3z�[, u�/f�n{|ux[0,gfn�c�q, b��[�v�xb�n�_{�l��rw�eg, (u�n�]zf�� (ai) �b/g:n0wt ͑�e z , ͑�g0wt0�yuo(uai:n�lamۏl�pew[;u�p, �[�szf���l4l0zf��(u4l? �yuo(uai�cؚ���nhe�s, zfga0wu�n���n�to(u���n? �yuo(uai9e ��qn, ��100�n�ntq�m�? ,gfn n�ns t�f[�y�v�exvz, �n gmr�l�y�b���w�v��;mhh�o0�[�nsq�l�n{|*geg0sq�_�e�y�b�^(u0 ^gnn�~n�[ g`�`�x�d�v���eg�, ,gfn/f n�sy�_�vo�y��ir0 'ypenc�n�]zf���etxvz�nxt978-7-301-31431-9�n�]zf��pef[�w@xu�[� ... [i{] w��hqfnr:n4�{, qq17�z0vq-n,{1�{:n�w@x�{, ;n�������nؚi{pef[�w@x0�_�yr0�l�rlq_n�b� ��v*m�;no,gfns�b��ƌ:ghv�n0�]n:ghv�n�vgbl�:g�g0�]n:ghv�n�v oa�|�~0�]n:ghv�n�v o�r�|�~0�]n:ghv�n�vq��rhv�|�~0�]n:ghv�n�v�c6r�|�~0:ghv�n�n�]zf��i{n*n!jww0978-7-5661-2693-1 �]n:ghv�n�[�dn�^(u�b/gngim �ng�o�l;n �]n:ghv�n�vsqxvz�nxtn,gfn�nabb�]n:ghv�n:n�o ��n�~�n�]n:ghv�n�w@x�d\o0�]n:ghv�n�vvo��o0�]n:ghv�n z�^penc�v�^�z0�]n:ghv�n z�^�^�z�sc�n�^(u0�]n:ghv�n�^(u:yye z0:g�h�^(u{| as n�n �|�tĉryepg978-7-111-65896-2abb�]n:ghv�nee��ʋ�en�~�b�o{q�[bye z -�\� ����^ޘ �ng�vn;n �]n:ghv�n�b/g�vsqxvz�nxt�,gfn�n�]n:ghv�nee��ʋ�en�~�bs^�s:n}�so ��n�]n:ghv�n�[hq08^(u�~�b�]wqeqkb ��v�~�]n:ghv�n�c6r�gee��ʋ�e0�~�bn�~�o ��n�s�]n:ghv�n,gso�v�~�b�~�oُn;n���q�[ �(u��~�v�d\oek���s�v�e�[abb�]n:ghv�n�~�bn�~�oi{ۏl���� �������n�nabb�]n:ghv�n�vsq�vee��ʋ�e�s�~�b�v�la�ny� ��c�cabb�]n:ghv�n8^��ee���vyt�s�c6r�gee��ʋ�e�b�]0978-7-121-39321-1 �]n:ghv�n�d\on�^(us�n�eey�e�n�y�b gp�#��nlq�s;n�]n�t�oo`s�]n:ghv�n�b/g�b���nmb�w{q�] z�|rnfn�,gwyyepgr:nr�~0-n�~0ؚ�~ n*ni{�~ �,gfn/f,gwyyepg�vr�~�r �r:n12�z �;n���q�[�y n�,{1�z;n���n�~�]n:ghv�n�v�w,g�gb0w��n�t�su\�s�b/gyr�pi{ �o���rek�n��]n:ghv�n�v�vsq�wƌ ��r�m�[�]n:ghv�n�vt㉌t���w0,{2�z�,{12�z;n���n�~kuka(�^as):ghv�n�tkrc4:ghv�n�c6r�|�~0�]n:ghv�n�beqџl��t���ph�[i{sq.��b/g�wƌ0978-7-111-64465-1�v��]n:ghv�n�c6rnplc��o?�%f�lw�,gfn�t�n�n�]n:ghv�n�ջ�t�~�o�v�b/g�nxt �'ynb�!hf[u�,gfnqqr6�z ��ǐ�v㉄v�e_���abb0fanuc0kuka�]n:ghv�nnplc�v��o�b/g �;n���q�[s�babb0fanuc0kuka�]n:ghv�n�c6r�g�v�~b�s\o(u0�[hq�vvޏ�c�t�c6r0plcn�]n:ghv�n�vprofibus��o0plcn�]n:ghv�n�vprofinet��o0plcn�]n:ghv�n�vcclink��o0plcn�]n�wí�q;n�,gfn�w�n5up[?e�rt pew[?e�^ �^��l��w�v�e�ǹof �����npew[?e�^�[�v�[�lt���r�t�ltso�|�s�ns�v͑��/e�d\o(u �c�qpew[?e�^�v }t � /f penc �r�g�npew[?e�^�^��@bb�4n�vg'y�u�p/f�0w:s���pencqq�n0n�ros t���v;n��� ��~trpa�v�b/g�st�t�n�w�nĉr�978-7-118-12209-1 zz��ޘq:ghv�n�r�rf[n�c6r _^ �ğe�\w� zz��ޘq:ghv�nxvz�nxt�,gfnhqb�����nzz��ޘq:ghv�n�r�rf[n�c6r-n�vsq.��b/g ��n*�)y(wh� g�r(wh��d\o:ǹof ��c:yyr�k�|�~-n�vnfn�yf[� ��c�qqq'`㉳q�{�l0wqso�q�[s�bzz��ޘq:ghv�n�v�r�rf[�^!j�sr�g0zz��ޘq:ghv�n�vʑ>eyr'`xvz0 kq��rzz��ޘq:ghv�nʑ>et3z�[�c6r0*g�w nnx�[r^pb n kq��rzz��ޘq:ghv�n<�я�k3z�[�c6r0zz��ޘq:ghv�n<�я�k�g�w:g�r�c6ri{0978-7-115-55993-7zz��:ghv�n;`��h��� ��h8^%fw�?,gfnss�s\o:nؚi{b�!h�vsqnnؚt^�~,g�yu�n�sxvzu�vyepg �_n�s\o:n�n�nzz��:ghv�n�b/gxvz�s�^(u�vx�s�nxt�s�] z�b/g�nxt�v�s�fnchqfnqq6�z0,{1�z͑�p�n�~�nzz���c"}�su\�s z �v^�ht�n勆s z@bs t�vxq�w�n�r�y{|�ssq.��b/g0,{2�z�n�~�nzz��:ghv�n�w,g�i�_�s�gb �v^>n�o�f�n�s g�vxq�wzz��:ghv�n�|�~ �(wdk�w@x n;`�~8^��zz��:ghv�nr{|�e_�t�^(uyr�p0,{3�z�|�~����nzz��:ghv�n;`so0sq.����n/�~�n�t�c6r�|�~�v�vsq�����q�[0,{4�z�n�~�nzz��:ghv�nџ�rf[�^!j0�r�rf[�^!j0ĉrn�c6r�v�vsq�e�l �v^�meq����nzz��:ghv�n�va�w0�n�n�t�[��c6r�b/g0,{5�z�n�~�nxq�w�vzz��:ghv�n0wb������|�~0zz��:ghv�n�|�~�r��/'`��kmջ�t�s�x��^'`kmջ�v�vsq�q�[ �(u�n�[�szz��:ghv�n�vos����nx6r0,{6�z�ǐ�[zz��:ghv�n�^(u@bb�4n�vcbu\_r�g �;`�~�nzz��:ghv�n�su\���r �v^�[*geg�vxvz�p�pۏl��nu\g0"�vkn͑hv�qhr�] z 6r �:_�v�^��  as n�n �v�[͑�p�qhrir�qhrĉry��v978-7-115-55805-3 zz��:ghv�n�d�c!j�b���~���� r o�q ���%f:_ ��ssf�w�>,gfn�e�s\o:nؚi{f[!h�vsqnnؚt^�~,g�yu�txvzu�vyepg �_n�s\o:n�n�nzz��:ghv�n�b/gxvz�s�^(u�vx�s�nxt�s�] z�b/g�nxt�v�s�fn�,gfn-n n�n�c���n�n�ram z�t0wb��d\oǐ z �؏�[�m�s�v�w@xt���t�{�l�[�sۏl��n��~�n�~0(w�s f,g���wxvzmr�l�v�w@x n ��l͑�s�[�s'`�t�] z�^(u/f,gfn�vn*n͑��yr�p0�q,gfn�v�v�v/f:n�sn*�)y�n�r�v�y�b�nxt�c�on,g���|�~0hqb��v�s�fnm| ��cgs*�)y�y�b�]\o�$\vq/fe��d\o�\mo�nxt�vso�|���w4ls^0" as n�n �v�[͑�p�qhrir�qhrĉry��v �vkn͑hv�qhr�] z 6r �:_�v�^��978-7-121-38377-9:ghv�n�n�]zf�� (�)_g��e�b_w� zf��:ghv�n�b/g�nxt,gfn/fn,g�n�~\�n�]zf���b/g�^(u�n:ghv�n�vfn0�[�n�n�]zf��:n8h�_ ��n�~�n^y�~q�~0:ghvf[`n0�6q��yt0_ĉr0�qv{hi{�b/g0\o�o(un*n/�zhqfn�v�[�o ��n:ghv�nlx�n�~ň_�y �nekek�meq ���~�n�~�n�yuor�g�s㉳qt�y�[e��0ߍ@w\o�nw� �`o_n�s�n_978-7-5603-8859-5zf��os\o:ghv�n�b/g�^(ur�~ye zh�zs �s�t"k � _{)y;n�,gfn�nzf��os\o:ghv�nh�zs:ghv�n:n�o ��nos\o:ghv�n�^(uǐ z-n��c�c�v�b���q�s �1uemeq�m0�_�^nۏ0w�n�~�nh�zs:ghv�n�b/g�^(ur�~�wƌ �;n��s�bh�zs:ghv�n��!k�b�{�[ň0�[hq�d\o�la�ny�0�|�~��n0�w,g�d\o0i/o��o0:ghv�nc�nn zi{�[(u�q�[0,gfn�w�nwqsohh�o�978-7-5603-8862-5�n�]zf��n:ghv�n�b/g�^(ur�~ye z e.doye��:ghv�n�s�t"k �_o;n�,gfn�w�n 0�n�]zf��n:ghv�n�b/g�^(ur�~ye z 0r�gzf��ye��:ghv�nl�nmrof0�|�~�^(u0y��v�^(u �1uemeq�m0w������neq�0r�|��|�~'`f[`ne.doye��:ghv�n0yepg�ne.doye��:ghv�n�w@xreq �m�t0n�[�v�[ir�vgr ��|�~�n�~e.doye��:ghv�n�v�w,g�~b0�w@x�^(u0y��vhh�o�^(ui{978-7-5643-7763-2arduino:ghv�n6r\o0 znr�e�^(uh��r�_w�!,gfn�t'yf[uf[`n � t�e_n�t\o:nؚ!h_��:ghv�n6r\o�� z�vc�[yepg�arduino/f�navkrusgr:g:n8h�_�c6rhv�v�^(u_�sg �/fn>k�owcup;m0�e�o nkb�v_�n5up[< �s�ws^�s0,gfn�n:ghv�n�n�t�v�����t_�s:n;n�~ �џ(u�|�~�] z�v����t�_ �\t*nnn�v�b/g�t!jwwn:ghv�n�|�~ɩb ��_�^nۏ0w�n�~_�s�t6r\oye1z:ghv�n�n�t0)r(u,gfn�~�q�vhh�o�t\on �����sf[`narduino�v z�t z�^�v�ջ ��n�:ghv�n�v oahv��nn:ghv�n����0�~ň0�ջ�n�s z�^ z ��w{q;���%n�[�v z`�~�tr�e���r0#zf��:ghv�n�|rr�e�[��yepg �e�]�y:ghv�n����6r\o�^(u�w�nmb�w{q�|�tyepg978-7-121-38347-2 pythonj�)y:ghv�n_�s �w�n�6q��ytn:ghvf[`n (ps)ςs|yr��bpgw�zf��:ghv�nx�s�nxt ��6q��yt�b/g�nxt#(�) pete warden, daniel situnayakew��tinyml/fc�_�w:ghvf[`n, �f�qnx0w�, �[/fc�] z^(w�r�sno�n1�k�t�v��y n�[�s:ghvf[`n�v�e�l0�]wq�t�b/g0tinyml؏\�m�^f[`n�tl]eq_�|�~�v�~t, o�_�_�w��y�s�nzp�q�n�n�`�s�v�n�`0(w,gfn-n, \o��ʑ�n�yuo���~��y\�v!j�w�novq��^�nuo�s�x0�[�n ^g(wl]eq_�|�~-n-d�^:ghvf[`ny��v�vo��n�slx�n_�s�nxt ��, ,gfn/fn*nt�`�vcws, �[\nekek0wc�[`or�^�tџl�n�|rtinymly��v0���,gfn n����nuo:ghvf[`nb��_�c6rhv_�s�~��0�vsqlx�n_�s�nxt978-7-111-66808-4�m�^:_sf[`neq�n�[��cws (�o) l�kq��y��bxow�x, 373u�:_sf[`n/f:ghvf[`n�su\^�8^ŏ��vn*n���w, 1u�nvqup;m'`�t�(u'`, �s�n�^(u(w�n�s8nb0ros ybg6r �ǐ z�v��y�[e��`�q0,gfn.^�r���ŏ�t��m�^:_sf[`n, v^�n�st0r�eя�{�lۏl�hqb��c"}0sq�n:_sf[`n�v�ed��e�_y, foypeǐ�nnn�t�ba�, �_ n�[ft�, v^n�nt㉟st0r�s�n�[e�㉳q�kn��؏ g�]'y�]ݍ, �,gfna(wkxe�:_sf[`n�e�l(w�[(u'`�t�~�gs�oo`�eb��v n��, �n.^�r����nteso n{�~gt��m�^:_sf[`n0 t�e,gfn�v�sn*nyr�p/fb�t�[��, �n�{us0r^�8^ ybg, \�k�y�e�l�[e��^(u(wt�ywqso�s�x-n, �n.^�r���(w�[e�xvz�t�]\o-n�^(u�m�^:_sf[`neg㉳q�0#,gfn�t�m�^:_sf[`n0:ghvf[`n0�n�]zf���vsql�n�nn�0f[`n�����s�978-7-111-66826-8$o(uopencv0python�tscikit-learnۏl�zf���v�pyt((ps) ?�ꏂ��n�y\l�, �~�n��n��b�~��n̑l�)r, (�) ȏkq\��6��rw� ,gfnqq13�z: ,{1�z�n�~:ghvf[`n�w@x�wƌ, v^��㉂yuo�[ňopencv�tpython�]wq; ,{2�z�n�~�w,g�vopencv�qpe; ,{3�z�����vcwf[`n�{�l, �n�s�yuoo(uopencv�tscikit-learn�[�sُ�n�{�l; ,{4�z����pench�:y�tyr�_�] z, v^�n�~opencv-n�c�o�v(u�nyt�v�ppenc�v8^��yr�_�c�s�b/g; ,{5�zu\:y�yuoo(uopencv�g�^�qv{hۏl�;s�uʋ�e; ,{6�z�����yuoo(uopencv�g�^/ectϑ:g�hkml��n; ,{7�z����4g }��s�e�{�l0yy�_4g }��s�ei{�b/g�s�[�s, v^u\:y�yuoo(u��s�ef[`n�[�s�w>w���nǐ�ni{i{0978-7-111-66829-9:ghvf[`n�^(uɖ҉ (�) 'yks��y[��ew� xiii, 332u�z,gfn�m�v�n�k*n�`�n:ghvf[`n:n�]wq�v�n���^��ws��v�i�_�t�e�l, ^�l�n�~�n:ghvf[`n�v��y��, s�br{|0ؚ�~penc0z�{|0�vr_0�v!j�w�t�m�^q�~0t���e�ln�^(u�[�o�v�~t, o���f�n㉌t nkb�[��0:_�o(u�s g�v�]wq�to��ns, � n/f��]�q�nx08,gfn/fn*n:ghvf[`n�]wq�{, n�n�s�n\o:n�vsqnnؚt^�~,g�yu�tnot^�~xvzu�vyepg, _n�t{|�] z�b/g�nxt�f[�s�978-7-111-66922-7 o��n�] z�e�ln�[�s  _%f:_, _�ts^, u/cw� xiv, 430u�bhqfnqq16�z, r:n4*n�r: ,{1�r, �] z�w@x�{ (1-3�z) �n�~�n:ghvf[`n�to��n�] z�v��t, �m�st��0�e�l0�] zs�vpenc�yf[�s�x�tpenc�qy; ,{�n�r, :ghvf[`n�w@x�{ (405�z) �����n:ghvf[`n�^!jam z08h�_�i�_, pencr�g�e�l; ,{ n�r, yr�_�{ (6-8�z) ��~�n�~�ny�yyr�_�yces�e�l�t�[�s0yr�_ꁨrm�u�]wq�tꁨrs�vyr�_ ��b�stn�[�s; ,{�v�r, !j�w�{ (9-16�z) ��hq, �meq0wvr�g�n�~'`!j�w0h!j�w�tɩb!j�w�v�st, �n�s!j�w��s�e�l0ꁨr��s0!j�w'`��ċ0o�t!j�w�ʑi{; 6qt, �ǐ5�y�] zs�v!j�w n�~�e�l��㉆n!j�wss g�r; gt, ��㉆n!j�w�v3z�['`�v�c�v�e�ln�[�s, ُ/f:ghvf[`ny��v�vgtn�s0 z�^xt978-7-111-67415-3�{�leq�nkeras z�[��ngfw�$hqfnqq12�z, �q�[�m�veq��m�^f[`n�v�~'y�r�w@x�wƌ0,{1�z��㉂yuo-d�^�m�^f[`n�v z�s�x, v^�{us�v~��nf[`n�m�^f[`n�_y�vpef[�wƌ0,{2�z�n�vr_�{�l�q�s&^������ n�m�^f[`nkn�0,{3-9�zhqb�����e n�q�y;nam�v^y�~q�~�~�g, s�byb\a�w:g (mlp)0ws�y^y�~q�~ (cnn)0�_�s^y�~q�~ (rnn)0ꁨrxhv (ae)0�srꁨrxhv (vae)0�[�bubq�~ (gnn) i{0,{10-12�z@w͑�n�~�e n�q{|;nam�v�m�^f[`n�^(u, s�b�v�pƌ r0�vh�h)r�t�6q��yti{0�e��/f�{�l�st؏/f z�[��, ,gfn���nf0r��0�_�^nۏ0w���, v^m�t�{us{�~g�v�[�o.^�r����r�mpsa�0�t�~��0�^(upef[�spencr�g�eb��v^u�t�[e��]\o�978-7-111-68010-9 �n�n�s�a�v�m�^f[`n(1r\pq) �~��d. �q��k�w�xi, 207u��oo`�b/g�ynfnfnv,gfn\�m�^f[`n�b/g�v�su\�s�s0�s�r�t*gegt���zzs�eg, �n�meqem�q�v�e_�n�~�n�m�^f[8h�_`�`�tsq.��b/g, �_}y�t\ nwqynǹof�v���f[`n�t�n��nhn/f�m�^f[`n�b/g, �yuoۏl��m�^f[`n, �m�^f[`n�t�t�n�n�r, �m�^f[`n؏ g�t�n n��0978-7-111-68048-2:ghvf[`n�{�l (�) �[�g���yr�bw��,gfn�c"}t�����{:g�yf[�t:ghvf[`nُ$n*n���w��y�n�vpt��v�wƌ, �ndk�b�[�nsqt�w�eg0,gfn�n�~:ghvf[`n-n�v͑��!j�w�t;n���, v^�nn�y�[ft㉄v�e_�n�~勆��w�vmr�lxvzb�g�n�s�s�n�{�l�]wq, s�b�wϑ�l0 _ϑr��l�t�qĉr~g_�l0wqsoeg�, ,gfnqq8�z, �q�[�m�v^���w5�r�0;n��!j�w0 _ϑr�0z�ub` y0z�ux0ؚ�e�mt!j�w�t�w5�e�hqi{0#,gfn�tt�����{:g�yf[�[0:ghvf[`nxvz�nxt�n�s�vsqnn�vf[u����tf[`n978-7-111-68091-8:ghvf[`n z�nx0r�m�^f[`n (a) �ow�iowtxw��,gfn�nn*n�[hq n�n�:ghvf[`n�v z�^xt�vɖ҉�q�s, o(un�|ru�r g���vwqso�^(u�[�o, џ(uً��v���n�_�^nۏ�v�e_�k���|�~0w�n�~:ghvf[`n�v,g(�`�`0�w,gt���t͑���{�l, �k���~�0wvr�g�~'`!j�w0a�w:g!j�w0emb\^y�~q�~0�m�^^y�~q�~�v�����stn z�e�l, _�[����nꁨrkb�n��_�ysb ��t�[�u:ghvf[`n�v�^b\�nx, �ek�md��[:ghvf[`n�{�l�st�v���w�v�p, ��^'yrf[���y��:n{�~g0w�c�c:ghvf[`n�t�m�^f[`n�v�w,gt���t z�b/g0l,gfn�t\o:nzf���yf[n�b/g0penc�yf[n'ypenc�b/g0���{:g�yf[n�b/g�n�s�vsqnn�v,g�yubxvzu�v:ghvf[`neq�yepg, _n�s�o�] z�b/g�nxt�t�f[���f[`n�s�978-7-113-27004-9pytorch�m�^f[`neq�n�[b�s�[��w��,gfn�nhh�ob__��~�n�~�npytorch�vt�y�[b�^(u0wqso�q�[s�bpytorchntensorflow�v�[�k�tpytorch�v�su\�s�r, _ϑtensor�tꁨr�_rautograd�svqwqso�^(u, pytorch�g�^^y�~q�~, �w�npytorch�g�^ ybg�^(u, pytorchؚ�~�b�]n�[b�^(u, q�~jr�g�^(u06,gfn�t�m�^f[`n�vrf[����f[`n, ��.^�r:ghvf[`n0���{:gf[�y�vsqnn�vf[ub�nn�nxt�_��c�cpytorch978-7-115-50047-2 �m�^f[`n�{�ln�[���np[�sw�~,gfn�e(w:n����^�z�[te�v�m�^f[`n�wƌso�|0hqfn�q�[s t3*n�r, ,{n�r:nn�m�^f[`n�vsq�vpef[�w@x; ,{�n�r:n�m�^f[`n�v�{�l�w@x�n�s�vsq�[�s; ,{ n�r:n�m�^f[`n�v�[e��^(u0�ǐ���,gfn, ����s�r�m�[�m�^f[`n�{�l�vt�, v^\vq�^(u0r�[e��]\o-n0 ,gfn�(u�n�[�m�^f[`natq��v^ ^g�n�n�vsq�]\o�v���, _n�s\o:nؚ!h�vsqnn�vyef[�s�fn978-7-115-51795-1 �meqem�qganub�[�bq�~�stvr�gntensorflow�[�� �^��e, xo�_�[w�#feedback control of dynamic systems:(�) gene f. franklin, j. david powell, abbas emami-naeiniw�16, 887u��,gfn/fꁨr�c6r���w�v�~xqw�\o, �nꁨr�c6r�|�~�vr�g�t����:n;n�~, (w�v~�ꁨr�c6r�|�~�r`�t�^�t�s���c6r�v�w,gyr'`�w@x n, ͑�p�n�~�nꁨr�c6r�|�~�v3�y;nam�����e�l: 9hh��������e�l0���s�t�^�����e�l�t�r`zz�������e�l0dky, ؏����n^��~'`�|�~�vr�gn����, �~�q�n}lf��s�r:g0�e�n:g0js�[sovfw6r �i{�^(u�v�c6r�|�~�����[�o0_,gfn�s\o:nؚi{b�!hꁨrs{|05ul{|0�nhv{|0:g�h{|i{�vsqnnؚt^�~,g�yu�v�s�yef[yepg, ؏�s�o�n�njs�[so6r �0}lf��c6r0�[*�ꁨrs0џ�r�c6r0:ghv�n0�|�[�nhvi{�vsq���w�vye^�t�y�b�nxt�s�978-7-122-36603-0�oe, xof[�q, -^qr��w��,gfnhqb�0�|�~0w�n�~�n�~xq�c6rt���v�w,g�q�[�tꁨr�c6r�|�~�vr�g0!hckn�~t�����e�l0hqfnqqr8�z, ;n��s�bꁨr�c6r�v�w,g�i�_0�c6r�|�~�vpef[�c��0�e�wr�g�l09hh���r�g�l0���wr�g�l0�~'`�c6r�|�~�v�~tn!hck0�yce�e���c6r�|�~0^��~'`�c6r�|�~i{0�k�zgtn��:n�v�^�vmatlab�nw�[�o0t�z g�~�q,g�z\�~�tsq.�/g틌t�i�_, v^m� g�s_�v`n��07,gfn�s\o:nnf�ؚi{b�!hꁨrs{|05ul�oo`{|05up[�oo`{|�t���{:g{|i{�vsqnn�vyepg, _n�s\o:n�y�b�nxt�v�s�(ufn978-7-302-58099-7q�~syzf��so�|�~�vr^_os�{�l 1g�q�� ... [i{] w�f,gfn(wr_�~r�g< �v�qysq�nq�~syzf��so�|�~r^_os�{�l�v�w@x n, xvz�n���[_ek��o0ϑs�oo`0���y�o�b0ؚ�~�~_g0�n�nq��ri{wqso�bl�vq�~syzf��so�|�~�vr^_os�{�l, ;n���q�[s�b: `$�|�~�^!j-�g�^�n��wqso�bl�vq�~syzf��so�|�~!j�w, �y gt/�et��o0�r`/y�`q�~�bqb0�e�s/^��e�s�n�n�qpei{, :n�{�l����nr�g�c�o�n!j�w�w@x; a$�{�l����-���[wqso�, ǒ(up`s_�v�b/g�ehh, �y��:g�h�^0�]r���y0ag�n�h�^0��:gwwpwhi{, ����ؚhe�vr^_os�{�l, ㉳q�[e��^(u:wof�vwqsoos�; b$��fnr�g-���[�c�q�v�{�l, �ǐ%ny�qhr) �vf[`nc�[m�wy(ufn0hqfn cyepg�q�[0�~�g0�c, �[yepg-n�v`n��ۏl��nhq�, �n�e�o����s�0f,gfn�tꁨrs05ulꁨrs0:g�h6r ��sꁨrs0:g�h5up[�] z0�c6r�] z0:g5unsos0�e�w���n_�sn)r(u0���n�r�r�] z0�^q{n�s�x��yi{nn�vye^0f[uo(u, �n�s�o�~�~�m ��x�vf[p[0�] z�b/g�nxti{f[`n�s�978-7-5606-5913-8 ;nu�gz ... [i{]�,gfn;n������nus��eq0us���q�~'`�[8^�|�~-nꁨr�c6r�v�w,gt���svq�^(u0hqfnqqr:n6�z, ;n���q�[s�b: �~��, �c6r�|�~�vpef[!j�w, �~'`�|�~�v�e�wr�g�l, �~'`�|�~�v9hh���r�g�l, �~'`�|�~�v���wr�g�l, �~'`�|�~!hck0hqfn�q�[�meqem�q, �l͑�[e��^(u, t�z����d� g��0n�[�vxq�w�o���svq��0n,gfn�s\o:n�^(u�wؚi{b�!hꁨrs05ul�] z�svqꁨrs0:g�h�] z�svqꁨrs0km�c�b/gn�nhvi{�vsq,g�ynn�vyepg, _n�s�o�n�nꁨrs�b/g�]\o�v�vsqnn�b/g�nxt�s�978-7-5682-8810-1�[�^�hw��,gfn�k��hqb��|�~0w����nꁨr�c6r�st�v�w,gt���t�^(u0hqfnr8�z0,{1�z�meqem�q0w�����nꁨr�c6r�v�w,g�i�_�t�su\�s�s; ,{2�z�n�~�n�~'`ޏ�~�c6r�|�~(w�e�w�t y�w-n�vpef[!j�w�svq�~�g�v�t�o�sam�v; ,{3-5�zr r�����n�~'`ޏ�~�c6r�|�~�v�e�wr�g�l09hh���r�g�l0���wr�g�l; ,{6�z�k��hqb�0w����n�~'`ޏ�~�c6r�|�~�v�q�yxq�w!hck�e�l; ,{7�z;n�������nn�y^��~'`ޏ�~�|�~r�g�e�l--�c���qpe�l; ,{8�z͑�p�n�~�n�yce�|�~�vpef[!j�wn3z�['`r�g0d,gfn�s\o:nؚi{�]�yb�!hꁨrs05ul�] znꁨrs0km�c�b/gn�nhv0:g�h5up[�] z0�ckm6r�[n�c6r�b/g0ޘl�hv����n�] z0*�)yџ��n�c6ri{nn�v,g�yuyepg, _n�s�o�n�nꁨr�c6r{|�vtnn�] z�b/g�nxt�f[�s�978-7-5682-9620-5;n4t�yns, ���y�n, rmo�,gfn�|�~0w�n�~�nꁨr�c6rt���w,gr�gn�����e�l0hqfnqqr:n7�z, mr6�z;n���n�~�nꁨr�c6r�|�~�v�w,g�i�_, t{|ޏ�~�c6r�|�~pef[!j�w�v�^�z, �w�n�|�~�e���t�^�v3z�['`0�r`yr'`�s3z`yr'`r�g, 9hh���r�g�l, ���wr�g�l�n�s!hck�t�����v�w,g�e�l; ,{7�z�n�~�n^��~'`�c6r�|�~-n8^���v^��~'`yr'`�t^��~'`�|�~�v�w,gr�g�e�l, ;n��s�b�vs^b�r�g�l�t�c���qper�g�l0�sy, ���[�vmr�] z���{�t�[���^(u�v���, �x�r�nmatlabo��n(w�c6r�|�~-n�v�^(u, �n)r�n�vsqyef[�v���0,gfn�s\o:n^��c6r{|0�]�yb�q�yؚi{b�!h�vsqnn�vnn�w@x��yepg978-7-111-65968-6 ꁨr�c6r�st�[��ye z lx�n!j�bnmatlab�nw;n�qsftk,gfn/f9hnc ꁨr�c6r�st�[��ye z �� zyef['y�~v^m�t'yypeؚi{t�]�yb�!h ꁨr�c6r�st �� zyepg�v�w,g�q�[�tyef[��bl�q�v, t�e|q~��n^�ꁨrsnn,g�yu0ux�xxvzu�vyef[��bl0,gfnqqr8�z, ,{1�z;n���n�^(u҉�^�n�~�nmatlab�v���w@x�t�c6r�|�~�]wq�{�qpe, �n�so(usimulink�^!j�nw�v�e�l; ,{2-7�z cgqꁨr�c6r�st�wƌso�|, �o!k�[�c�nя30*n�[��y��v, �k�zgw gꁨr�c6r�|�~lx�n�[���tmatlab/simulink�nw�[��, �q�[���v�c6r�|�~pef[!j�w�v�^�z0�~'`�|�~�v�e�wr�g�l09hh����l0���wr�g�l�t!hck�����n�s^��~'`�c6r�|�~r�g; ,{8�z;n���n�~�n�]n�[e��] z-n��8^(u�v�c6r�|�~, �y5u�r:g��0)n�^�c6r0ekۏ5u�r:g�c6ri{�~t�����[��0?,gfn nfo�s�n\o:n�]�yb�!hꁨr�c6r�st�|r�� z�v�[��ye z, �n�s�n:n�vsq�] z�b/g�nxt_�s����ꁨr�c6r�|�~�c�o�_ g�nyo�lt0�esye��0;s�uep�^0�[e\1zpni{���wr2��\x], b:nnlut�v�gvq͑ɖ�v8h�_�z�n�r�b/gknn0,gfn;n��xvz�n�]zf���e�b/g0�e�g�`0�e�^(u, b�t*geg, �n�n�]zf���su\�s z0:ghvf[`n0a�w���w0�n:g�n�n0:ghv�n0��yf[0 zf��  *geg�^(u, �n�s�n�]zf���sgy�pi{y�~�^0yb\!k0y���whqb��meqvr�g0@,gfn�t�n�]zf��1r}y�0�n�]zf���nn��t?e�^:gsq�vsq�nxt���, _n�s\o:n�vsql�n�tf[/g���wxvz��v�s�fn, �n�s'yf[�vsq�� zyepg978-7-03-064956-0 :ghvf[`nn�n�]zf�� _>nnsw� xii, 213u�nf�ؚi{ye���n�]zf���|ryepg�,gfn�m�v�nn�n�]zf���vsq�v:ghvf[`n8h�_�e�l, s�b�m�^ws�y^y�~q�~0�_�s^y�~q�~0ub_�[�bq�~0��yraswhd"}0:_sf[`n0,gfn_ns�b< n�n�^(u^�8^^�l�v:ghvf[`n�e�l, �o�y, /ectϑ:g0�qv{h�t��:g�h�g0��l�\�s y!j�w0z�{|n��~�~ f\0,gfn؏s tn�n͑���v'ypencr�g�e�l, �y;nbrr�g0�vr_r�gi{01,gfn�s(u\oؚt^�~,g�yu�txvzu:ghvf[`nn�n�]zf��{|�� z�vyepgb�s�fn, _n�s�o�vsqnn�yx�nxt�s�978-7-03-066423-5vr0rar n�y�_�^nۏ�v�b/go�s �es��~, 4t�e, _�~�w��,gfn�n�|�~�����v҉�^�q�s, 1uemeq�m0w�����nvr�tar�|�~_�s�vsq.��b/g, �n�[�o�����v�e_���vr0ar�|�~�vwqso_�sam z�tek��0,gfnr:n$n'y�r, ,{n�r/fvr�b/g�v_�sn�^(u, ;n������vr�b/g(w n�~͑�^0܏ zkb/g�nw0�g'`so�r�ɉ2n�g-n�vxvz, s�b,{1-4�z; ,{�n�r/far�b/g�v_�sn�^(u, ;n������ar�b/g(w8nb_�s0irt�q�[e\�c6r0��sq���r��ċ�n0�[�v0�nso�r`�v�p n�~͑�^�n�s�u�r~�v��vkmi{�|�~-n�vxvzn�^(u, s�b,{5-11�z0a,gfn/fvr�tar�b/g�veq�xvzye z, �tؚ!h���{:g�oo`{|�vsqnnf[uf[`n, t�e1u�nfn-nd� g'yϑhh�o, vq t7h�(u�non_�s�nxt978-7-03-066885-1�w�nmq�u:gt�t^y�~q�~�vzf��ee��ʋ�e�e�l ѐ8llq, j�_�lw��,gfn��~����n�w�nmq�u:gt�t^y�~q�~�v$n�yzf��ee��ʋ�e�e�e�l, ;n��s�b�w�nmq�uq�~!j�w�v9eۏ�vee��ʋ�e�{�l0n�|�|ɩt���v�~t�vmq�uq�~ee��ʋ�e�{�l0�w�nϑp[��t^y�~q�~�vee���hkm�e�l�t�w�n�n^y�~q�~�vee��ʋ�e�e�li{8�y�e�l0,gfn`�npf0�q�[0n�[0�[�ctt, t�z�v�[�r�z, g)r�n���f[`n�s�0,gfn(w͑�p���`�`�e�l�v�w@x n, ��bl�[�] z�[���vc�['`, �rblo���(w���w�v�e���qf[`n�c�cُ�nzf��ee��ʋ�e�e�e�l, v^��(w�[e��] z-n�q�~�^(u0i,gfn�s�n:n���{:g�yf[0�n�]zf���t�oo`�yf[�b/gi{���w�n�nzf��ee��ʋ�e�e�lxvz�v�vsqnn�b/g�nxt�c�o�s�, _n�s�n\o:n�vsqnnxvzu�tؚt^�~,g�yuyepg978-7-03-066910-0ؚ�eǐ z:ghvf[`n�svq�] z�^(u ς�v��, _x, ��in��w�rؚ�eǐ z (gaussian process) /fяt^eg�su\w�eg�vn�y:ghvf[`n�e�l, g@w%nf�k, �n���, y[=n=n},gfn�nos�wƌ�~�g0�w{q10y����r:n�q�s�p, �n�[�e }(�ye��0�w{qf[uwq g�en�n�n�]zf���^(uaƌ:n�vh, �n�w{qf[ur�e�|^y0rn���r:n͑�p, �non�nmb�bl�g�^�e�v�wƌso�|:n;n�~0hqfnqq16�z, r:n4�{: �ynf�{0l�n�^(u�{0t���{�tr�ern�{0%�s\o:nnf�ؚ!htnn�n�]zf���ƌ�� zyepg, _n�s\o:n�n�]zf��1r}y��s�fnm|978-7-111-66127-6ai�b�� �nai z0r�g�^zf��o��n(?�t�k�) k��_�g��_��^yr�~�ew� ,gfn�n�w@x�wƌeqkb, ��~����ǐ:_sf[`n�t�m�^f[`n�g�^ai�|�~@b��vnr, v^�ǐ5*n�[te�vy��v�[�o, �_�^nۏ0wu\:y�n�yuoo(ugso0g�{us�vai z�]wq (s�bpython0tenso< rflow0keras�tpytorch) �g�^zf��o��n0wqso�q�[s�bai�]wqs0python�w@x0ai�w@x�b�]0`o�v,{n*nai!j�w0�.u�t^jt-n�vai0qf[`n0iraml�n-n�vai0�n�]'y�0ꁨr~�v�f���-n�vai0fun-n�vai0�m�^ws�yqf[`n08nb-n�vai0,gfnb�tai���w�vf[u0�nn�0�b/g1r}y�, �n�s�nuo�[:ghvf[`n0�m�^f[`nbaiatq���v�n0978-7-111-66982-1:ghvaƌ �n�]zf���v�~�gcbht fpnw��,gfn\o��v�~勆��wg:n͑���v�la:g6r0�baƌ�tso��aƌ�v:ghv�[�s, �s��zp�q�n�t�n!�.s? �vmr, :ghvaƌ��0r�n�nhn7h�v z�^, �n�s�yuoċkm:ghv@b�b g�vaƌ4ls^? yr r/f, �[�n:ghv ��, ���b g�n{|n7h�vaƌ, ��o�m�s�t�n���n荊��v?��l? @b gُ�n, ��/f,gfn@b���vt{�v�0�^��, ,gfn/f\o��g�n�n:ghvaƌxvz�]\o�vb�g;`�~, �q�[�m�s�_up�tf[0���w�yf[0aƌt��0�n�]zf��0ϑp[���{i{��y�eb�0a,gfn�s�o^'y1r}y�n�]zf��0aƌ�yf[�s�_up�tf[�vxvz�nxt0'yf[ye^0xvzui{����s�, _n�s�n\o:n�]�~�c�cn�[�n�]zf��t���t�b/g�vonx�s�nxtۏnek�meqf[`n0xvz0�c�c*geg�n�]zf��mr�l�b/g�v�s�fn978-7-111-67538-9 swift�n�]zf���[b�n�w@xt��0raiq��r�v�^(u z�^_�s(�o) mars geldard ... [i{] w��,gfn�n�[b҉�^�q�s, :n@b g z�^xt�t_�s�nxt�c�o�no(uswiftۏl�ai�t:ghvf[`n_�s�vn�z_ g�r0hqfnr:n n�r: ,{n�r�n�~:ghvf[`n�t�n�]zf��̀t�v�w@x�wƌ; ,{�n�r������y g���v;n��, s�b���{:gɖɉ0󗑘0џ�r�t��; ,{ n�r��~xvz:n,{�n�r�v�^(u z�^�c�o/ec�v�b/g0978-7-111-67648-5�b/g0funn>yo ���^ޘ, r�_�rw��\o:nn,g b�tfuf[b�f[u�v�n�]zf��yepg , ,gyepg�v;n���q�[s�b�en�n�n�]zf���w,g�b/g�st0yr�p, �n�]zf���b/g�v�su\�s�s, �en�n�n�]zf���su\�vq��r�v }0yr�_�t�su\�et, �n�]zf���^(ub\�b/g�vyr�p0���r�tfunain, �n�]zf���b/g�v;n��l�n�^(u�sq_�t0,gyepgջ�v�nbeu��t�vɖ҉, /t�sf[u`� on�yuo�[�s�npew[s0rzf��s 0,gyepg؏�c���n�n�]zf��(w�[‰b\b��v�gq_�t, �y�n�]zf��\�yuoq_�t�n{|�]\o0�n�]zf���v>yoq_�t�t&ots��_, �n�s�n�]zf���v>yo�lti{0,gyepg�(u�nfuf[b��{t{|nn,g�yu�sxvzu978-7-111-67924-0zf��lx�n�n�t �n00r1�v�e�ln�[��\�[w� xxii, 404u�q,gfn�q�[�m�vzf��lx�n�n�t�v�n�tra0^:wr�g0�n�t�[mo0(u7bxvz0�blr�g0�i�_ubnkmջ0�]n����0�n�t�s�w0�[�n�qv{0�n�t�s^�vhqu}thtg, n�nkb�bkbye����yuo�b�n�tzp�qeg, �n؏jtɋ����yuo���n�t�s�_�f}y�v^:whe�g0978-7-113-26579-3 �m�^f[`n�b/gn�^(u978-7-113-27128-2ng�z�z, 8nsff, wsf;n�e�]�y�nmb�w{q�5ul�oo`{|�^(u�w�|rĉryepg�,gfn�|�~0w����n�n�]zf���v�w,gt��0�w,g�b/g0xvz�e�l�t�^(u���wi{�q�[, �k��hqb�0w�s f�n�v�qy�n�]zf��xvz���w�vg�eۏu\�t�su\�et, s�bzf��os�{�l�s�^(uxvz0,gfnqq6�z, ;n���q�[s�b: �n�]zf���v�[in0w��n0r{|n�su\, �n�]zf���v�wƌh�:y�e�l, nx�['`�ct�v;n���e�l, ^��~xq�ct�v;n���e�l, :ghvf[`n�vt�y�w,g�e�l, zf���{�l�st�t�^(u, @w͑���s_mr��hq�v�zf���{�l�s�^(u08,gfn�t\o:nؚi{b�!h�vsqnn,g�yu�txvzu�v�n�]zf���� zyepg, _n�s�o�n�n�n�]zf��xvzn�^(u�v�y�b�]\o�f[`n�s�978-7-113-27206-7tensorflow�^(uhh�oye z�e�_�q, ؚ8ll_, 4thf �w�hq�vؚi{b�!h�n�]zf���|r as n�n ĉryepg�tensorflow/f1ugoogle�v�_�s�vnwy�w�npencam�v�m�^f[, ^�l�^(u�n���{:gɖɉ-nt{|�{�l!j�w�v�nx�[�s0,gfn(u4�z�v�q�[, �~t�m�^f[�w,g�i�_, �meqem�q0w�n�~�ntensorflow�v�w,g�i�_0�[ň�n�so(u�e�l0:n�no����n㉄v�yxb�g, ,gfn�n�~�ns_mr���{:gɖɉ-n�v�pr{|0�vh�hkm0�vhrrr�n�sub�[�bq�~i{�et�v�{�l, �n�{�l�v�c�q̀of0�{�l����`�`�n�s�nx�[�� n*n�eb��[�{l�vr�g, �o�n����_� nkb�t�meqf[`n06,gfn�txvz���{:gɖɉ�n�s�vsq���w�vf[u�t�^0r!k�c扡��{:gɖɉfowq gpython�w@xv^l��meqxvz�v�nxtf[978-7-113-27562-4��zf�� sq.��b/gn=�0w�[��ؚ�_:_, ��sf3�, _c�c�w�,gfn�n�meqem�q�v�e_, ��㉹�zf��so�|�g�g�tsq.��b/g, �n�e�n�[‰̀of_��, 0rsq.�/e�d�b/g�~��vr�g, �q0r=�0w�[b�^(u, t��n�[��v^͑, �_�^nۏ, zsǒ ��|�s, r rt���npf0wu\�s�n��zf���v �n-��-�z so�|�g�g0pencn�o�n0!j�wn�[hq0d��nnos�v�b/g ��~n�e�l�st0 t�e, �~t_�ns^�sd��n, cgqzf���[2�0zfga5u�h0zfga>y:s0zfga;s�u0zfga�n�i{wqso�^(u:wof, �~�q@b����t���v=�0w�^(uhh�o�t z_�sc�[, �e(ws^a��wƌ�v�m�^n^�^, fnxeq�nۏ6�_, o����f�r�meqhqb��vt㉹�zf��t���s�[���e�l0�en�n�oo`�b/grf[�0_�s�0 z�^_�s�0mr�l�y�b1r}y�978-7-113-27836-6 �_m�x, �_�h�nw��n�]zf���^(unfn,gfn�v�q�[1u4�{qq17�z�~b0vq-n,{1�{/f�w@xt���{, qq]n�z (,{1�z-,{9�z), �[�nteso҉�^�n�~�n�]zf���v�w,g�i�_n�w@xt��0vq-n,{2�{/f�^(u�b/g�{, qq4�z (,{10�z-,{13�z), �[/f�n�]zf���w@xt��n�vsq�^(u���w�v��t@b�nu�e�v�b/g0vq-n,{3�{/f�^(u�{, qq3�z (,{14�z-,{16�z), �[�n�~zf���n�t�v_�s�s�n�~�vmr^:naml��v�v�y�^(u�[�o0gt, ,{4�{/fu\g�{, qq1�z (,{17�z), �[�[�n�]zf��f[�y�nt�su\�c�o�^��n�c�q w�l0,{�nhryepg(w,{nhr�v�w@x n�[(ufnb�!h�v�c�q�v�^���n�s nttknyۏl��n�o��, ؏e�eq�f�e�nnng�e�r`0,gfn�t\o:n�n�]zf��0���{:g{|nn�s�vsq��t�wnn�v�� z�vyepg978-7-115-49530-3���[o;n�,gfn��hqb�0w�n�~�n�vmr�n�]zf���v;nam�i�_0t��0�e�l0�b/g�s�^(ui{�q�[0hqfnqq12�z, ��hq�n�~�nzf���v�[in�n�s�n�]zf���v�[in0�s�s0�[�s�e�l0xvz�q�[n�su\���r; vq!k�n�~�n�n�]zf���v�tf[‰�n�s��yf[�v�vsq�i�_n�w@x�wƌ; �q!k(w�n�]zf���v�e�ln�b/g�eb�, �n�~�n�n�]^y�~q�~, :ghvf[`n�v�w,g�e�ln�st, �n�sa�wzf��0���wzf��0��zf��0:ghv�n (l�:nzf��)0�mtzf��0{|����{i{�n�]zf���b/g; gt�n�~�n�n�]zf��&otn�l�_�v�vsq�i�_�t�wƌ0�,gfn�s\o:nؚi{b�!h�n�]zf��0'ypenc0:ghv�n�] zi{�e�]�ynn�n�s���{:g�yf[n�b/g05up[�yf[n�b/g0�c6r�] zn�yf[0zf���yf[n�b/g0:g�h0pef[i{ o�~t�]�ynn�v,g�yunxvzu�v�� zyepg, _n�s�o�tf[0�~8�0�{t0ё��0"�o0�l�_0�ef[i{^�t�]�ynn�vf[uf[`no(u, ؏�s\o:n�n�n�6q�yf[0>yo�yf[�n�s�n�]zf���n�sf[�yxvz�v�yx�nxt0f[��s1r}y��v�s�(ufn978-7-115-50543-9�n�]zf��eq�8^(u�]wq�,gfn�w�naml��vpython��, �nhh�o�q�s, u\:yt�y�]wq�v�(u:wof0sq.�(u�l�t�^(u�b�]0,gfnrb�v'yuscq, s�bpython��l�|��0penc��yt�t�sɖs0:ghvf[`n0�m�^f[`n4*nuscq0�m�v�npython0pandas0matplotlib0seaborn0scikit-learn0tensorflow0kerasi{7�y;nam�]wq0:,gfn�t@b g ^g�b�b�n�]zf��0�cgs��]�]\o�b���v���, $\vq�t ^gۏeq�n�]zf�����w�v(w!hf[u�t�`l�l��n�]zf���v�nxt978-7-115-50553-8�n�]zf���[��u_#-n�v5up[�oo`�nn�su\xvzb� ([��xvzb�), �n�]zf���nnr�et��vw��,gfnr:n3�r, r r/f�~���{0�(u�b/g�{�tl�n�^(u�{0�~���{�n�~�n�s6��k�n�]zf���n�t�su\�`�q�t�n�]zf��?ev{�s�x0�(u�b/g�{�|�_c �10*n�nx�s�^b\�b/g:n8h�_�z�n�r�von�v�n�t, ��~�n�~�n�[�n�v�[�s`��n�s�s6��k�^(u0l�n�^(u�{qq g24*nhh�o, ;n��glɩ�n�n�]zf���b/gn�[so�~nm�~t�v�^(uhh�o, ͑�psq�l�n�]zf���b/g�v�^(u:wof�bu\0978-7-115-50815-7 �n�]zf���b/gn'ypenc978-7-115-53125-4tensorflow:ghvf[`n%(��) hqns, (�]�w) �l�y�e�ln\�?�p��y, (�) ��y�~��tȏ�_w��,gfn;n���n�~�yuo�ǐtensorfloweg�g�^w�[nlu�v:ghvf[`n�|�~, �e(w�����f[�n�(u, ��=\�_0w nkby��v0,gfn�vyrr�/f�ǐ�[�oegt����n�~tensorflow�v�~xq�wƌ0,gfnqq g12�z, s tkb�qƌ rhv0 s�rr{|hv0�ыhv0�e,g tin�g~b0ё��-n�v:ghvf[`n0;s�u�^(ui{y*n�[�o, �[te0wt���u\:y�n�[�s:ghvf[`n�^(u�vhqam z0,gfn�tf[`n0�n�tensorflow�t:ghvf[`n�v������978-7-115-53316-6"(ukittenblock (�w�nscratch 3.0) f[�n�]zf�� �vb_s z�ai�lx�n�n�n kittenbotw�r�[ye���kittenblock/f�m3w^\�u�y�b_�s�vn>k�w�nscratch 3.0�v�vb_s zo��n0scratch 3.0:_��v/fr\onr�n, �f�l͑�~o��n z; kittenblock:_��v/fye��nr �^\'`, 9hncs_ n�vye���bl, ͑�p�x�r�n�]zf��0irt�q�tpython z, =\�s��0w�n��ye���v�|�~'`�tޏ�~'`�bl, ��f[u�t�^�e{�rbcy*no��n0kittenblocksb��no�lx�n z, /ec^b� n�v�p�_�nlx�n, �ymicro:bit0arduinoi{0kittenblockɩt�ny�y�n�]zf���c�n�tirt�q�c�n, /ecn.�l�python0n.��[eqscratch�suy��v0p�hq �0n�[�v�c�n, ��(u7b�e{���a~�fbc�n, t�e_nsb4x�n�wƌ d[�\ , m�no�n(u7b�vf[`nb,g�t��i, ��(u7b�fn�l�nray��v6r\o0,gfn�v�z��< �t�wƌ�p��zp�n�|�_�c, �z���c�onc�b/g�y{|ۏl��~r, �k��hq�nu;m-nn�n�]zf���vsq�v8^���[irreq, _�q@b(u�v�n�]zf���b/g, �q���kittenblocknُy��b/g�vsq�v�vb_s z�y(g, gt�~ty*n�[�oۏl� z���0,gfn(w�z���c n�nf0r��, hq������r, �q���ɖɉ�r, gt���:ghvf[`n�r0 �n�]zf���vsqxvz�]\o�978-7-115-53680-8�n�]zf���ƌ�� (a) �v�ww��e�r���w��,gfn�~/��n�]zf���b/g(whqt70yt^�v�su\�s�s, �~t;���f[>m�t^y�~q�~f[>m�v;nam‰�p, �|�~�n�~�n�n�]zf��t�y�{�l�vw��nnoۏǐ z, �n�s�n�]zf���b/g(w�m9��l�:nr�g0:ghv�n0ꁨr~�v�0;s�ui{�eb��v�^(u�[��, o����s�nhqb��n㉺n�]zf�����w�vw�[�s�r, �svq�~�n{|>yo&^eg�v�b/g0�tf[cn�z�/gb\b��vq_�t0gt, ,gfn\o��[�n�n�]zf���v*geg�su\zp�n^�8^�[‰0�r�[�vu\g0d,gfn�tt�y�wƌ̀of�v����n㉺n�]zf���b/g�vhq��, �[�n�]zf���b/g�^�zw��[‰t'`�v���w; _n�t\o:nؚ!h�n�]zf���ƌ�� z�vyepgb�s���ir978-7-115-53977-9�;nzf��so�|�~ �s]y �, _�vw�,gfnqq7�z, ,{01�z�n�~�n�;nzf��so�|�~�v�su\�s z0;n��r{|�t�^(u�[�o; ,{02-04�z�v�~�;nzf��so�|�~�vpef[�c��0�qv{nĉr0�c6r�e�lu\_�n��~r�g; ,{05-06�z�[�;nyzf��so�|�~ۏl��n�bu\, v^�v�~n�'`��t���q�����~�q�n㉳q�ehh; ,{07�z�~�q�nn�;nzf��so�|�~�v�qv{0ĉr�n�sџ�r�c6r�vsq�v�[��y��v, �so���џ(u,gfn�v�wƌ�t�e�l㉳q�[e��0,gfn�l͑t��n�[���v�~t, �q�[��[, �s��'`:_, ��y.^�r����_��^�z�[�;nzf��so�|�~tesofh�g�v�w,g��ƌ, c�[����[�;nzf��so�|�~�v�vsqt��n�b/gۏl��meqf[`nn�^(u�[��0_��'t�~ pew[s�nmbl�:wk����|rnfn�,gfnqq14�z, ���v�n�vcwf[`n0js�vcwf[`n0�e�vcwf[`n0�x:_f[`n�t:ghvf[`n�e�{�li{�q�[0wqsos�bg\�nxn�l0gя���{�l0��s�er{|0/ectϑ:gr{|0�x:_f[`nadaboost0�qv{h�{�l0�e�vcwk-meansz�{|0apriorisqt�ĉr�{�l0pagerank�c�^0em�spe0o��0js�vcwf[`n0�m�^f[`n�t���yf[`n0,gfn�t:ghvf[`n�veq��f[`n978-7-03-065141-9 ai�e�n�v�wƌ�] z ;nhtcq, �ssf�q, of^��wƌ�] z/fr�e�e�l�vn�y, /fn*nǒ(u�n�]zf�� (ai) �b/gۏl��e,gt����0(u�wƌ�v1�ۏl��wƌh���, v^(w�wƌ�v1� n�g�^�vn*nwq gd"}0�cp�0�t{0��`�vkm�t>y:s g�r�r���v�|�~,gfn�i�b�n�wƌ�{t�t�wƌ�] z�vt�y�i�_, �c���n�n�]zf���b/gۏl��wƌc�c-n�v�^(u�su\���r, �n�s�[�s�wƌ�] z�v�n�g�g�b/g, gtr>n�n�wƌ�] z(w�q*nxq�wl�n�v�^(u�[�o, u\:y�n�wƌ�] z�e�l��:_'y�vu}t�r�t��^'`, ^g�[on�su\�t*n�n���r�cgs�� g@b.^�r0 �] z^�t�wƌxvz�]\o�tp182978-7-118-12020-2�w�n�wƌ�] z�vyf[�y����osm(�) jaroslaw sobieszczanski-sobieski, (�) alan morris, (w�) michel van toorenw�xiii, 353u�, 8u��vhr�,gfn�v�~�w�n�wƌ�] z�vyf[�y����os�svqsq.��b/gu\_, ;n���q�[s�b�s�n�����tos�v�w,g�i�_0�~_g����zz���vd"}�e�l0us�vhos������v�v�cd"}�l0/t�s_��:gd"}�e�l�twq gf[`n���r�vq�~�b/g0y�vhos��vyt�e�l0upoe�^r�g0yf[�y����os�e�l (mdo)0�wƌ�] z (kbe)0 nnx�['`yf[�y����os�e�l�n�sm�noos���{�e���9��v�e�l0,gfn�(u�n�wƌ�] zgo�����vsqxvz978-7-5220-0773-1���w�wƌ�] zf[;nw�^-n$���w�wƌ�] zf[, /f�sr�v�ƌ{|�ef[�y, n �e�]�y 0 �e�e�y �v9ei�r�e�|^y�vn�0�oo`>yo�n{|�wƌ�] z;`so�~�g/f: ���w�wƌ�] zv�b\*j/�, �oo`��o�b/g�] z�^b\b}�, tnn�wƌ�] z�~t����v ybg�]�|�~�] z0���w�wƌ�] z�v�w,g tin:n$n*n�eb�, n/f�wƌ�n�t�v�~�gb_`/f�] zs�v, �n/f�wƌ�n�t�vu�nǐ z/f�] zs�v0���w�wƌ�] zf[/f�n�oo`>yo�n{|�~nm>yo;m�ryr�[�n�rǐ z:nxvz�[a�, wqsoxvzv^����yr�[�n�rb��[�vyr�[��v㉳q�ehh�svq�[�e�e_�vꁨrs0os ts�t�wƌs�] z, s�b����0_�s0џ%� n'y�s��, vq-n, �����s���sr:nv�b\����0��~����0�s�w���� n*n�~r�s��0���w�wƌ�] zf[�w{q0�^(u�v�n�, /f�oo`>yo�v�mb, ُ/f\y ����r`�v�oo`>yoyr g�v���w�wƌ�] z^�so, ���w�wƌ�] z^/fnit�] z^0�^q{�] z^0:g�h�] z^04l)r�] z^i{ o�~���w�] z^v^r�vhq�e{| r�] z^, ���w�wƌ�] z^�vo}t�t���r/f, b�tyr�[�~nm>yo;m�r�vwqso�n�r, �n�n��yr�[(u7b�vyr�[�bl:n�v�v, ƌ rɩb)r(u��n�r@b��v�nuonn�wƌ, �g�^ُn�n�r@b��v*j�tnn�wƌ�v�wƌso�|, r �'` (r�e) b_b㉳q��vr�ys�ehh (s�bpew[s�bl), v^nit�] z^t\og�~�[b�n�r�[�eꁨrsos ts�wƌs�] z0 �wƌ�] zxvz�vsq�nxt978-7-111-68064-2 �meqem�qembedding �st㉐gn�^(u�[�� 4t�5�, �s�~fw�xi, 308u�,gfnr:n$n�r, qq16�z0,{n�r:nembedding�w@x�wƌ (,{1-9�z), ͑�p�n�~�nembedding�b/g�v�su\�s�s�sg�e�^(u, v^�[t�y�����~!j�w�m�s�v�w@x�wƌzp�n��~�f, �y��!j�w0���yf[`n0�la�r:g6r0�����~!j�w0�cp��|�~i{0,{�n�r:nembedding�^(u�[�o (,{10-16�z), �n�[�o:n;n�n�~�nembedding�b/g�vy�y�^(u, �n�s�yuoo(u�e�b/g㉳qnlp�eb��vn�n�0:n�n.^�r'y�[�f}y0wt�t�y�st�t;���, fn-n=\ϑǒ(u�sɖs�v��㉹e�l, v^���n�vsqsq.�lq_0�nx:y�oۏnek�f0 �n�]^y�~q�~xvz�tp183978-7-111-68350-6 ^y�~q�~����n�[�s(�) rey�~y��_�l�\ ^, �r�b�s|r\w��,gfn�n�{�lt��0�nx�[�s0r�^(u:wof�[^y�~q�~0�m�^f[`n�t:_sf[`nۏl��n�~, ;n��z�&q�ng�e�rt�tg�e�b/g0,gfnr:n n�r: ,{n�r�n�~^y�~q�~eq��wƌ, ;n���n�~�n�]zf���v�s�s0:ghvf[`n�t^y�~q�~�w@x; ,{�n�r�n�~�m�^f[`n�^(u, ;n���n�~�w�nws�y^y�~q�~�v�v�pyt0�e,gc�c0�_�s^y�~q�~0)r(u���yf[`n͑(u^y�~q�~; ,{ n�r�n�~ؚ�~�^(u���w, ;n���n�~ub�[�bq�~0ꁨrxhv0_c1y�qpe0�m�^n�oq�~0:_sf[`ni{0978-7-115-53476-7���{zf���ksftw�s���{zf��/f�n�]zf�����w��:nmr�l�vxvz�et, �[/f�s 'y�6qzfga /t�s ��������q�vn{|�{�l�v�~�y0���{zf��@bwq g�vhq@\d"}0ؚhev^l�i{o�p:n㉳q ybgos��c�o�n�e`t�ekb�k, _w��n�v�qyf[��v^�l͑ɖv^�cw��nxvz�pno0�vmr, ���{zf���v�vsq�b/g�]b�r�^(u�n�oo`yt0��^os0�] z�c6r0�~nm�{ti{oy���w0,gfn(wr_�~яt^eg���{zf��xvzb�g�v�w@x n, �|�~n��~0w�n�~�n���{zf��-n��:nxq�w�v9�y�{�l--�n�]^y�~q�~0w� o�{�l0����{�l0�n�]mq�u�{�l0�|p[�os�{�l0�n�]���{�l0uir0wtf[os�{�l0y�vhos�{�l�n�s�~_gos�{�l, v^�~�q�nt*n�{�l�w�nmatlabo��n�v�nw�[�sǐ z�t(w�o�sn��o���w�v�^(u�[�o, ُo,gfn�wƌ�p�v�����of�a0�v‰u�r, f�n����_��c�c0n,gfn�s\o:nؚi{f[!h�o�sn�oo`yt0���{:g�^(u�b/g0�n�]zf��0!j_ƌ rnzf���|�~0ꁨrsi{nn,g�yu�txvzu�vyepg, _n�s�o���{zf���vsq���w�vxvz�nxtf[`n�s�978-7-115-53898-7 zf�����{s^�s�^(u_�s ns:n�b/g gp�lq�sw�ns:n 1 x l�n�b��i{�~��fnm�wy�|ryepg�,gfn/fzf�����{s^�s�^(u_�s-n�~yepg, ;n���n�~�nzf�����{s^�s-d�^0s^�s�{t0penc�{t0�^(u_�si{�vsq�wƌ0hqfnqqr9�z, �q�[s�bzf�����{s^�s�^(u_�s�i��0�n�]zf��ns^�s-d�^0s^�s�{t0pencǒɩ0pencx[�p0pencyt0pency�nnb` y0:ghvf[`n�w@x�{�l�^!j�t�n�]zf��!j�w_�skmջ0zf�����{s^�s�^(u_�s�vsq���978-7-115-54209-0 �meqem�q^y�~q�~n�m�^f[`n (�o) ȏkq\�<\\�hw� 227u�, [4] u��vhr�,gfn�meq���^y�~q�~�t�m�^f[`n�b/g, �o͑�n�ʑ�m�^f[`n�v8h�_�i�_0\o��n�b/g�st:n�[t, ���n/�zhqfn�vmnistkb�qpew[ƌ ry��v:y�o, �n�~^y�~q�~�g�g0�st o�d�{�l0ǐ�bt㉳q�ehh0ws�y^y�~q�~i{�q�[, �n�s�yuo)r(uُ�n�wƌ9eۏ�m�^f[`ny��v0f[�[,gfnt, ���\��y�ǐ�qpython�nxeg㉳q ybg�v!j_ƌ r�0 ^y�~q�~xvz�vsq���978-7-121-37418-0^ё�h�r`�v ��q^y�~q�~�^!j�sgo�c6rbs�h=n, ngos�, o��qpnw��,gfn;n��r:n$n*n�r, mrjs�r;n���n�~�n�^�z��u�u�vt�ypef[!j�w, s�b�~xq�v5u�[!j�w, �{s�v!j�w, t�ywq gutain�vq�~!j�wb��t�n'yĉ!j���{�v�{sq�~!j�w06qt, �n�~�nt�y�[!j�wۏl�r�g�v^��~'`�e�l, s�b�~xq�vgy_dd�rt��, tekt��, �vzz��t��i{0b�r0w\^��~'`�r`t��n��yf[-n��u�u�vxvz�~tw�eg, ^\�n�n�sf[�y�vxvz, �[s_mr��ƌ��u�uwq gn�[�vt���ne) i{0gan�v�b/g��:n ybg, �~r���woy, �su\asrŏs, �vdk, ���n*n�yf[ ghe�vf[`n�e�l0��hq, ����n�gan�vhqof, �[gan�v�su\ ��~�tt*n�~r���w�� g@b�n�, (wb��[t�yt7h�v�^(u:wof�e��y�� gb�z0vq!k, �c�cub�[�b�v�w,g�st, �n�s�[�sub�[�b�vsq.��b/g, (wb��[gan���w�q�s�vt�y�et�_0�e�b/g�e��y��,g�n�n, �n�[�^�[0gt, �q���[sq.��vganۏl��meqxvz0,gfnck/f cgq n���e_eg�~�~�v0�� g�_�nf[`nxvzgan�v����_�eq�v^�c�cgan�vsq.��b/g, /f�q\o,gfn�vrw�0978-7-302-56204-7�n^y�~q�~0r�m�^:_sf[`n�voۏo��ޘ, jl-f��, ng��w��,gfn��hq�i���n�]zf��0�m�^f[`n�vsq�v�w,g�i�_�t�su\�s z; 6qt��~�n�~�m�^f[`n�v�w,gt���t�{�l, s�b^y�~q�~�vsq.��b/g0ws�y^y�~q�~�v;n��fh�g�t�^(u�[�o0�_�s^y�~q�~�t�e�vcwf[`n�m�^^y�~q�~�v!j�w�t�^(u0�mb\^y�~q�~�v�speos�e�l0�m�^f[`n!j�w�v{�ϑs�ehh�n�s�y�r�z�m�^f[`nhh�o; knt���:_sf[`n�v�w,gt���t�{�l, s�b o�~�v:_sf[`n�e�l�svqm�u�{�l�n�s�e�w�vyzf��soby�n�rf[`n!j�w; gt�n�~�m�^:_sf[`n�vwqso�{�l�s�^(u0���yf[`n�v�i�_�svq(w�m�^f[`n�t:_sf[`n-n�v�^(u0d,gfn�s\o:nf[`n�m�^f[`n�s:_sf[`n�{�l�v�s�fn, _n�s\o:nؚi{b�!h�vsq�� z�vyepg, ؏�s�o�n�n�n�]zf�����w�vnnxvz�nxt�t�] z�b/g�nxt���978-7-302-57028-8 ^y�~q�~eq�n�[b �n m, hg�]b;n�,gfnqqr:n9�z, ,{1�z�n�~^y�~q�~�v�i�_0yr�p0�bqb�~�g�t�^(u, ,{2�z�n�~a�whv!j�wytuscq!j�w0f[`nv{eu0@\p�'`�t6e[e'`, ,{3�z�n�~bp^y�~q�~, ,{4�z�n�~/ectϑ:g, ,{5�z�n�~�m�^f[`nq�~�s�^(u, ,{6�z�n�~:_sf[`n, ,{�z�n�~�gp�f[`n�s�^(u, ,{809�z�n�~^y�~q�~(w�ew[ƌ r0��ubnƌ r0�v�pubnƌ ri{���w�v�^(u0i�t5up[�oo`0ꁨrs0irt�q�] z0���{:g�yf[n�b/g0�n�]zf��0penc�yf[n'ypenci{nn,g�yu�txvzuf[`n, _n�s�o�n�]zf�����w�vsq�v�nn�nxtf[`no(u978-7-302-57128-5python^y�~ۏsq�~�[b(�) ŗw�e�b y\�ޏeys|i`�yw�xx, 294u��,gfn��~����nn^y�~ۏsq�~_�s�vsq�v�w,g㉳q�ehh, ;n��s�b^y�~ۏs�e�l�i��0python�^�t�s�x��n0o(uneatۏl�xorbl�hvos0fdfgs^a��[��0�;n���[�[*�0�e��'`d"}os�e�l0�w�n���z�eso�vneat�tɖɉ�� r0es-hyperneat�tɖq���0os tۏs�tsafe�e�l0�m�^^y�~ۏsi{�q�[0�f[yepg�t�s�kb�q0978-7-5198-4964-1�x:_�m�^^y�~q�~ (�) �q����l\w�w,gfn�c���n�[�b'`;e�q�va�v, r�g�n�[�b'`��eq�[�n�]zf���|�~�vz��, v^��[�n�s g�[�b'`;e�q�t2��_�e�l, :n�x:_�m�^^y�~q�~, ovqep�x�^�[�[�b'`;e�q, zp�n��y g�v�v�c"}0 �n�]^y�~q�~xvz�nxt978-7-5606-5743-1�m�^^y�~q�~fpga����n�[�s w�y[vq�r ... [i{],gfn�n�m�^^y�~q�~�tai��grxvz�s�r�q�s, �|�~0w�����n�vmr�m�^f[`n;nam_�ss^�s�t�m�^^y�~q�~�w�nfpgas^�s�[�s�r��v_�s�st�t�^(u�[�o0hqfn;n��s�b5�r: ,{1-2�z�n�~�n�m�^^y�~q�~�v�su\, v^;`�~�n�m�^f[`n;nam_�ss^�s�tai��gr�vxvz�s�r; ,{3-6�z(w�[�m�^^y�~q�~�w@xb\�{p[0fpgaۏl��n�n�~t, ;`�~�nfpga^y�~q�~_�s�w@x�srtl�~_�s; ,{7�zr�g�n�w�nfpga�[�s^y�~q�~�r��v�[�o; ,{8�z�n�~�n�w�nopencl�vfpga^y�~q�~���{�r�_�s; ,{9�zr�g�nmr�l^y�~q�~�s)n�r��b/g0o,gfn�s�n:n�n�]zf��0���{:g�yf[0�oo`�yf[0^y�~q�~�r����{xvz�b��n�n�m�^f[`n0�v�pyt�v�vsqxvz�nxt�c�o�s�, _n�s\o:n�vsqnn,g�yu�sxvzu�vyef[�s�fn978-7-5635-6288-6 ietmzf�����{�b/g ;n���, uo vfk�,gfnr:nmq�z, s�b�~��0�m�^f[`n0��s�eq�~0zf�������{s^�s0ietmzf���n�n�b/g0ietmzf��ee��ʋ�e�b/g0,gfn͑�p����nb�tietm�v�m�^f[`n�t��s�eq�~i{$n*nzf�����{xvz�et�v;namf[`nfh�g0sq.��b/g�tvq(wzf���n�n0zf��ee��ʋ�e���w�v�^(u, �n�sg�ezf�������{s^�s0%,gfn�s\o:n�n�n�n�]zf��0ňy�o���oo`si{f[�ynn�vyef[�t�yx�nxt�v�s�(ufn978-7-302-57607-5�n�]zf��npencyt�w@x�[���[��ye z  _b�_, hg�t;ns,gfn�nzf��pencr�g�b/g�svq�^(u~:n8h�_, �ǐ��[�vhh�o�t`n��0�n�~pencx[z�����naccesspenc�^�{t0pencx[�p-n�vh�nsq�|0�g�, pencr�g��python0peyo�n�]zf��i{�978-7-5217-2495-0�n�] nzf�� ���{:g�yuo��nlu (�)�h^t�r�e�^��(��_w��n�]zf���t:ghvf[`n�vxvz�nxt�n萆n㉀b/g�v�q�џ\o�ty�p�6r�vcws ��n�s:n�nhnb�n8l܏ n�^勤�:n5u�;`/fcknx�v0(w�n�]^�zf�����w ��h���`�^��(��_��:n �b�n\���{:g�b/g�^(u�nu;mt*n�eb��vɩso�p�`�[�n'yϑ���� nso�v�|�~0b�n^�8^4ng�npew[�e_zp@b g�n�`�ǖco0~�v�0�n&�us  u� ��bjm o�vo4o0^��(��_�s�qf�jt�b�n8l܏ n�^勤�:n5u��y�~���b�n�`zp}y06r�[n*n�s�[�b/g o�~���vhh�o � n�v�o�b/g8l܏/f㉳q�ehh0^��(��_��:n �>yo� n�s�mq0wo(wpew[slnxb��knmr�ts0:n�n��fyy�v‰�p �yy(w���{:g z�eb�ۏl��nn�|r�qi��yy�nn���e�n~�v�}lf�-nxnpw�`i��v�e z ��_�q�~��� :ghv�n�v*geg no�_�_eg4n0 o(u�n�]zf��eg��g:n�nhnf[u n���ǐh�qs�ջ��r:ghveg��km�lfw<\kq~p��-n�s��x^x[�vxn�[�ջ�v�ǐaieg�o y��v�z ��v"��r�|�~& & �y�gb�nt�b�n��yzp0r�v�gp� �^��(��_jtɋb�n ��~t( � n/fus�~�ov�)�b/g �b�n�s�nzp�q�f}y�v ��b �eg��nlu�s�_�f�}y0,gfn�e?e�l�[t�0978-7-113-27856-4 �n�]zf���w@xn�[�� htmbep ��sux�� �htς;n978-7-111-64185-8�et�_nn��ꁨrs{|��ё�q � _ m;ndhqfnqqr:nkq*nuscq ��k*nuscq�� g�v*n�r �ssb�n�0b�n��0b�n�q0b�nf[0b�n�/f�n;n��u\_�s틭��~ �b�n��/f���nnn�vsq�v�e�z �b�n�q/f8^���^(u�e�q\o �b�nf[/f�y�b��͋gl�t��l�wƌ�ve�eqf[`n0tp1978-7-122-36623-8 �n:glub��~tċ�n�so��n_�sy%fs�w�,,gfn�s�o�n�n�n:glub�ċ�n0����0_�si{�vsq�]\o�v�b/g�nxt�n�sؚ!h�vsqnn�v^ui{�s�����n:glub� ��s�y(u7blub�bo(u�lub� �/f�nn���{:gkn�� o�0�nbc�oo`�v�z�n�t�[݋�c�s �/f���{:g�|�~�v͑���~b�r0�n:glub�^�l0w�^(u�n�]n���w ��y:g�hňy0�] z��yi{0 ��n:glub�ċ�n1\/f�b�gb�n:glub��vo�0lx�n�|�~ cvq'`�� ��r�� �lub�b__ ��so(u'`i{�eb�n978-7-5680-6214-5:ghv�nup�]kb�v�n:g�n�n�b/g�svq3z�[�c6rnglq�li{w� �n:g�n�n�b/gxvz�nxth,gfn�w�n�nkb�d\o�b�� ��~tџ(uzf���{�l0^y�~q�~�n�s�m�^f[`ni{�e�l ��g�^:ghv�nup�]kb�v�n:g�n�n!j�w��w�n�n�����^�c6rt��0!j�|�c6rt���n�sؚ�e�mt�c6r!j�wos�n:ghv�nup�]kb�v핯s�c6r�e�l �v^�^�z�n�s�w�|�~0978-7-81142-828-5 �n:g�n�tr�e����nċ�n _��pqw� �n:g�|�~����xvz�nxtx,gfn�cvzyf[�yt��n�e�lɩb!j�w �\�n:g�] zf[(ergonomics �e)t��0qfd�e�l0trizt��0!j�|�~tċ�n�e�lۏl� ghe�~t ��s%ct��n�e�l�vɩbn�ne�o�r ��n ��[�s�n:g�n�tr�e����nċ�n�v�yf['`n�qnx'` �c�[����ǐ z�v�qnx�[�e0<�lsw����r�e�s�nn�su\xvz-n�_d��ry��v 2018t^�lswnnf[moyef[hh�o(�^)�zy��^��y��v(kcjsz2018021)978-7-115-52234-4ĉ�_n;���(u7bso�������lrt[ŗi�w�),gfn�t�qy�n�nbck(w�n�n(u7blub�����0(u7bso�������s�n�n�����v�vsq�n�xf[`n�to(u�,gfn�q;����(u7bso������^�w,g��ƌ ����ĉ����n�f ɖɉ����so��nh��sr�g �n�n����so��nh��sr�g �`asso��r�g �b�cgs0,gfn�nui�����v�w@x�v����ĉ�_�y ������hq�a�_ui�����w,g�vfh�g �6qt�nm�r��n�shr_�eb�ۏl��meq ��~t�[e�hh�owck�{_�v����978-7-5096-6961-7�sɖs�z�n n�v�oo`�n�nn�oo`l�:n�w�n�sɖs�� r���v�vhh~{�i�_�s�[������l�sf�`w� �n-:g�|�~�����nxt g�r�n�oo`�~�~�vh~{�|�~ɩ-nv^�c�o�n�s(u�n(wq�~ nr{|0qq�n�t�g~b*n�nb�~�~o(u�v�oo`�vh�l06q � ���eg��a~bg�v͋gl�t��o�_h~{�t��h�l�v�e,gkn���vޏ�c�s�_��eg��!j�| �ُ_no�_h~{�|�~�vo(u�t�q)r(u�s�_�f�r�v��0=\�{�] gxvz\ջ�ǐ�vheg�g�^�sɖsh~{978-7-03-064618-7 ��s_�-:g�c�s�b/gps�nz �(�r)���y��l�w\ �_l�nw� ��yf[�n:g�|�~xvz�nxt%�-:g�c�s(brain-computerinterface,bci)/fn�y�e�v n�ov��nyht^y�~�t���� �n'y��vޏ�v��o�c�s�b/g0��s_bci\o:nbci���w�v;n��r/eknn �vq�{us0ؚhe�ty�vh�v�oo` o��yr�p ��]�~_w��nf[��v^�lsq�l0fo/fяt^eg �=\�{��s_bci�b/g�vxvz�]�~�s�_�n��'yۏu\ ��n:g��o�]he�_0r�n>fw��cؚ �vq�|�~�v��o�c6r���r�n���n�n���[e��^(u�v�bl0:n�n�c�r��s_bcit�[(us�vl��s �,gfn�n�n:g��o�]he�v�cؚ:n�vhur_ ��n�w�n�n�n�vsq5umo�t3z`ɖɉ��s5umo�vbci�|�~:nxvz�[a� �r r(wy!j`:r�o0y!j`yr�_5umo ��n�s��ջ�[bci�d�c�n�r�v;n‰���r'` n*n�eb�u\_�nxvz0978-7-302-57078-3zf��j�)y:ghv�n8h�_�b/gn�{�l�n:g�[݋�b/g�nxt,gfn/fn,g�n�n:gzf���[݋:n�o ��n�~�n�]zf��y��v_�s�v�[te�[�o ��m�s:ghvf[`n< 0�6q��yt0pencc�ci{sq.��b/g �/fn,g�[b0n�[�v_�scwsfn0,gfnr:n�w@x�{�t�[b�{0�w@x�{;n���n�~�n�6q��yt0:ghvf[`n�t�m�^c�c ��s�n:g�[݋!j�w0�[b�{�n�~�n�yuo�g�^n*nfu978-7-111-64199-5�c6r�] z�w@xhg�y �;ntؚi{b�!h:g�h5up[�] z0:g�h�] z0:g5unsos0ǐ zňyn�c6r0�r�r�] z0pg�ebb_�s�c6r�] z0�qё�] z0�qn:g�hs�svqꁨrsi{�vsqnn^u0xvzu0�n�s�vsq�] z�b/g�nxt�s��,gfn;n���n�~n�n�]zf���vsq�vn�n�w@x�wƌ, ;n��b�t\�n�]zf���w@xt��\o:nf[`n�]wq�v���0,{1�z�{���n�~�n�]zf���v�su\�s�v�qyxvz�s�r, ,{2�z��~�~�qf[`n�n�]zf�����wqy�v�w@xpef[�wƌ, ,{3-8�zr r�n�~ n t�v�n�]zf���b/g, ,{9�z�~�qwqso�v�^(u�[�o0,gfn�s:n���ۏnekf[`nb�^(u�n�]zf���vsqt��n�b/g`y�[n�[�v�w@x0�sy, :n�o�n���t��s�]�v@bf[�wƌ�p, t�z(w�_��knygwr g�o��, v^(wt�ztm� gn�[peϑ�v`n��, gtd� g`n���v��~�t{0,gfn�s�n\o:nؚi{b�!h�n�]zf���vsqnn,g�yubxvzu�vyef[�s�fn978-7-302-56970-1�n�]zf���g�{eq� xiii, 308u��,gfn��:n�|�~0w�n�~�n�n�]zf���v�su\�s�s0�~xq�{�l�tmr�l�b/g, v^�[�{�l̀t�v`�~�e_ۏl��n�tf[`��0�q�[�es�b�~xq�{�l (�ykя��0��s�e0�qv{h�t^y�~q�~i{), �s�m�vmr�l�b/g (�y�m�^f[`n0�6q��yti{)0,gfn@b g�{�lgwm�y�[�^�v�[by��v (s�bexcelhr,g�t/bpythonhr,g), �n.^�r���(w�[��-nt㉟st0a,gfn�tؚi{f[!ht�]�yb�n�ef[�y�v �n�]zf�� �ƌ��yef[o(u, _n�t\o:n�[�n�]zf�� geq��bl�vxvzu0�] z^�txvz�nxt�vf[`nd��e978-7-302-57190-2 1g�y�u, 1g=n��;n]hqfnqq13�z, �w,g���v o�~�v�n�]zf���tg�e�n�]zf��ۏu\;n���wƌ�p, t�zm� g`n��0v^�n n tb__m�y`n��㉐g�tt{hh, ��xo:y�[�o�t�_��ɖ��, \o:nu�r0�v‰0b_a�0w���c�� z�q�[�ve�eq06�s\o:nnf�ؚi{f[!h���{:g�s�vsqnn�v�n�]zf���w@x�� z�vyepg, _n�s\o:nؚi{f[!ht�]�yu�n㉺n�]zf���veq�yepg978-7-302-57253-4ai�n�]zf���su\�{�s �b/ghh�o fun�^(u7��^3�;nu,gfnhqb��c�y�n�n�]zf���v�w@xt��0�su\�{�s0xvz�nn, �q�[�m�v�n�v�p0��0�e,g�tɖ��i{�n�]zf���b/g^�l�^(u�vy*n���w, �m�sƌ r0r{|0�hkm0��km0ߍ*��t n�~͑�^i{y{|�[���n�r0�q�[nt��yef[�v|t�^, �l͑��st'`, �gwq�[�d'`0,gfn�[��so�|�[y, �[�k*n�[��gw�n�st0�[e��d\o0r@b�^(us^�s�s�xۏl���~�n�~&{t�n�]zf���su\�vyr(�n�nmb�w{q�v�bl, ����s�ǐ�[,gfn�q�[�vf[`n, �[�[��ۏl�teso�n�v^�r�z�[b�[��, �cؚꁫ�r�e���r0��s\o:nؚi{b�!h�n�]zf��0zf���yf[n�b/g0penc�b/g0zf��:ghv�n0zf��;sf[�] z0q�~�] z0irt�q�b/g0*�)y�] z05up[�yf[n�b/g�c6r�yf[n�] z0�oo`n��o�] zi{nn�sf[�y�v,g�yu0ux�x0zs�xxvzu�v�[��yepg0 t�e_n�s�n�o gn�[nn�wƌ�py�v�yx�nxt0�nn�0�n�]zf��1r}y��s�978-7-302-57606-8 �n�]zf��npencyt�w@x ���{:g�b/geq�nfn978-7-306-06957-3�n�]zf��;�����inng\�nw���n�n�qnn)y)yo(u8^ƌ�ct, fo(ub__s�v�e_egh�:yts^�8^�v��0�n�]zf��/fxvz㉳q�g�n�8^����:n��(uzf��mb��㉳q�v��v���{:g�b/g, �n�]zf��xvz���{:g;r;u;nso�yuo���_�wƌ�tyt�wƌ�v���r, �n�]zf��;���1\/f(u;����e�l�tb�gxvz;nso�yuoyt�wƌ�vt��0,gfnr8�z, �n�n�]zf���v҉�^eg�^�z;���t���|�~, �|�~hqb�0w�n�~�n�n�]zf��;����v�w,gt��n�e�l0978-7-312-05089-3�n�]zf��&ot�[_h�\s^;n,gfn�n�n�]zf��&ot�t�lt�vnfm��r�bl�q�s, �w�n�n�]zf��0�y�b&ot�t�lf[i{���wn�~xvz��vg�eb�g, �[�n�]zf��&otۏl��f[�y�v�|�~'`�c��0;n���q�[:n: �[�n�]zf���w,g�st0;n���b/gۏu\�ts_mrcbۏl�nn'`0��os�v�i�bn���, :n�n�]zf��&ot�t�lt�vf[`nn�c"}`y�[�s`��v�b/g�w@x; �[s_mr�n�]zf��&otn�lt�v�n*n͑�p���wnpenc0on0ai�yx0 o�z0�l6rۏl�nn�vr�thh�or�g, :n�n�]zf��&otn�lt�vt��xvz�t�^(u�[���c�onn�w@x; �[�n:g>yo�b/g&otۏl��|�~'`�v�htn�s`, :n�n�]zf��&otnnxvz�m ��c�o�wƌ�w@x04,gfnb�t@b gnn�v,g�yu�txvzu, �[�vsqnn�vxvz��vsq���w�v�{t��t�vsql�n�v�nn��n gnfm��s��nyo�yf[b�g�e�^~,gfn�v�~�n�]zf���v&ot�u\_����, ;n��s�b�n n n'y�q�[0,{n�r/fsq�n�n�]zf��n:ghv�n&ot�vnfm�'`�xvz0,{n�z;n������:ghv�ncg)r�, ,{�n�z�c���n:ghv�ns��_���r�^�g�v�_��'`�s;n���q�m, ,{ n�z�����n�n�]zf���[hq�0,{�n�r/fsq�nwqso���w:ghv�n_�s�v&ot�xvz0,{�v�z��[�n�q(u:ghv�n_�s�v&ot�v�x, ,{�n�zxvz�n�`�o:ghv�n�[zz�yn'`&ot�vcb, ,{mq�z;n��:n�r�:ghv�nۏl�&ot���b0,{ n�r;n��xvz�n�]zf��n:ghv�n&ot��v�s��㉳q_0vq-n,{n�z�����n:ghv�n&ot-n�vs��_#��n�, ,{kq�z;`�~�n:ghv�n&ot�����vt��n�[��ۏ�, ,{]n�z(w�on��s'`&ot�lt�i�_�v�w@x n, r�g�n�v�y�nh�'`�ltt���v��s'`, ,{as�z�����n�^�g�s}y�n�]zf���v�s��'`i{0,gfn/f�v�[>yo�yf[�wёy��v :ghv�n&ot�xvz �~y�b�g, �e gt��'`, t�e_n|qwqn�[ z�^�v��o'`0�n�]zf���vsq&otxvz�vsq���978-7-313-23523-7python z�,gfn:nn,gpythonr�~eq�ye z, ;n��:nrf[��n�~�ns_mr�n�]zf���su\-no(ug:n^�l�v���{:g z��--python���v�w@x�wƌ0,gfnrpython���w@x�{�tpython���^(u�{, �n�~�npython���v�qĉ��tpython�v�su\�s�s, t�e؏�n�~�n gsq�n�]zf�����w�vsq�r���^�v�[ň�to(u�e�l, v^�c�o�nn�nm�wy�v�[b�~`n0$�t�n�]zf��rf[��vyepg, t�e_n�t^'y�[�n�]zf���vsq���watq���v���978-7-5008-7539-0ё^\n��so �b/g�yuo�c�{�n{|ۏs (�r) ey)r�~6���i`�ew��,gfn/fn,gsq�n�esuirf[�v‰�[, �e�c"}�e�b/g@b&^eg�v�[nlu n t�[8^�v���, _n�c"}u}t�n g:gir(�t�esh��_�vl��s���y0,gfn;n�������n(ws_ n�n�]zf���su\�v�e�n, �n{|�t�n�]zf���vsq�|, b�nck(wb:nn*n1u:ghv�n0kq���n0l��w�v�rir�t�epe�y�n{|/�oo`qqusoe\oo�vnlu-n�v�es:g�g0b�n�v��so�s(w/f1u:ghv0�v�p�t�oo`�~b�v0b�nck(wb:nn*n1u:ghv�n0kq���n0l��w�v�rir�t�epe�y�n{|/�oo`qqusoe\oo�vnlu-n�v�es:g�g0�b/g_w��vb�n�[nlu�v w�l�vl��s�t�esuirf[�v�q�s0978-7-5096-7152-8 zf�� g�r�v�b/g�[�sxvz _ё fi{w���nzf���e�n�vaml�/g�eg w,  zf��  zf��s  �y�r�nt�  zf��6r � i{�i�_��^�l�^(u0r>you�n�tu;m�vt*n���w0zf��u�n g�r�b/g�[�s�v;n��so�s1\/fzf��6r �, zf���m9� g�r�b/g�[�s�v;n��so�s1\/fzf���n�t, zf��u;m g�r�b/g�[�s�v;n��so�s1\/fzfga�w^, zf��ё�� g�r�b/g�[�s�v;n��so�s1\/f�nt�qё��, zf���{t g�r�b/g�[�s�v;n��so�s1\/fzf��s�{t0 zf���b/gxvz�vsq���978-7-5099-1362-8�,gfn�n�n�]zf���su\�s�s0�n�]zf���b/g;n���~b0�v�qy�n�]zf���su\�s�r�[�k_eq, ͑�p�v�~�~nm�su\0lu�o��0>yo�lt0�esa~c�0�u�`2��ci{y*nwqso���w-n�v�n�]zf���b/g�^(uu\_, hqof_ht�s�n�n�]zf���b/gn�s�n>yo�m�^��t�vu�r�`�x, v^�[�n�]zf���vθi�cb�t*geg�su\�c�q�nn�n`�0978-7-5133-3900-1zf��:ghv�e�n �n�]zf���yuo9e�sb�n�vu;m (�_) ln\̑ ^��w�\w�)��yai (�n�]zf��) nlu, �n{|@b gu;m���w��b�4n@wn:w�]'y�si�0�n�]zf���v*geg�su\\p�tuoy? b�n�_{��[�nhn�`�qzp}y�_t�qy? �nhn/fn�s�[�esq�v0�n�n��2n�g�z�q�v{^�x? zf��:ghv(wy'y z�^ n�gbn�yz��? \egb�nnzf��:ghv؏ g�nhn:s r? ,gfn�v�k*n�z�����nnu^�y{^gr\o:n_:w, �]�y0w�vt{�n�n{|�[�ey n(w�vainlu-n, gsq�[�[0�nu�s�_y��v���0ndk t�e, \o�~�/o\(w�n�]zf���v�^(u���w0>yo�nyo g�r-n�v�^(u�t�n�]zf��(w�~nmu;m-n�v�^(u0b,gfn�s\o:n�n�]zf��nn0'ypenc�b/gnn0���{:g�^(u�b/gnn0o��n�] znn�svq�n�vsqnn�vyepg, _n�s�o�n�n�n�]zf���]\o�v�vsq�nxto(u978-7-5170-8877-6 �n�]zf�� �n\}v0r'y^yhh�o�ɖ�� ro� ... [i{] w��,gfn;n���n�n�]zf���v�su\kn��w�, �~t0n�[�v�^(un�[b�[�o, ��~����npythoneq�0�n�]zf��pef[�w@x0kb�]sb �^y�~q�~0tensorflownpytorch0ws�y^y�~q�~0�vhr{|0�vh�hkm0�v�p�inrrr0�_�s^y�~q�~0�6q��yt0ub�[�bq�~0:_sf[`ni{l�nmr�l�wƌ0,gfn�n�[��:n�[t, @w͑�n�~�n�]zf���^(u, �z4x�s g�vff�m��㉹e_, �ǐ�_��ɖ��0�z��`n���n�s�[���nx, .^�r����{us0�_�0w���snn�wƌ, �;n�rkb㉳q�[e��0/,gfn�tؚ!h�vsqnn�vyef[�^(u�n�s�[�n�]zf��atq���v����n�n�]zf�� \}v 0r 'y^y �vۏ6�f[`n978-7-5170-8878-3�m�^f[`n�[b�w�ntensorflow 2.0�v�n�]zf��_�s�^(u��'ygyw��,gfnhqb������n�]zf���v�su\�s, �qnn���v�n�]zf��f[�y�v@b g���w, s�b�n�]zf���vw��n0ꁨr�[t��f0n�[�|�~0^y�~q�~0�6q��yt0w� o�{�l0�m�^f[`n0:_sf[`n0���~zf��0�tf[��t*geg���ri{0,gfn\o��tfn-n��y�nirb:n^�sb�v�q�v�w, d��n拞[�v���؏ g g���vv��n0978-7-5359-7493-8 (�) 4b y����_w�75u� stemqx �*gegnfn�,gfn�v�~�n�]zf��xvz�v�su\�n�s1u�n�]zf���b/g�su\ �_w��vn�|r�u\_����0�fn��hq�n�~�n�nhn/f�n�]zf��, �n�s�n�]zf���[>yo�nu�vckb��t�b�q_�t, v^�[�n�]zf��@b�m�s�v&ots��_�ۏl�r�g, gt�c���n�n�]zf��*geg�su\�v�s��'`0hqfnm� g'yϑi_r��c�vngqgr0/g�h�0cws0ɖ��d��n���c0�e,g�vsq�n�bs�‰�p0�=\�v"}_e�eq�tg�e�v�oo`, .^�r�n�nwck�n㉺n�]zf�����w�vhq�e�wƌ0978-7-5496-3193-3�{�l�e�n(ps) as\�ckq� �qh�~yo�w��f[!h\o:n�w��yepg, ؏�t���{:g�vsqnn\o:nyepg978-7-5581-9404-7 �s�nzf���oo`yt�s�^(u�s�[�gw���oo`zf��yt�b/g/f�o�sn�oo`�b/g���wn*nmr�l�v�[ gcb'`�vxvz�et, �[�n�n�]zf��t��:n�w@x, �o͑�n�oo`yt�vzf��s0,gfn�n�oo`�yf[�v҉�^�q�s, �|�~0w�����n�f���oo`yt�v8h�_�b/g, �m�s�n�vmr�v�qyzf���oo`yt�vxvzb�g, ;n���q�[s�b!j�|�oo`yt�b/g0^y�~q�~�oo`yt�b/g0�|ɩ�oo`yt�b/g0ۏs���{�v�oo`yt�b/g0penc�oo`��t�b/g, �n�svq�nzf���oo`yt�b/g�v�^(ui{0,gfn�spg�e��, �q�[0n�[, �l͑t��n�[���v�~t, /fn,gm�[�s�n�t��~n, �g�^�n �w@xaƌn�`antzf nmonso�vؚi{�n�]zf��, �n ���r�n:g6r;nin�n�]zf��t��0r,gfn�s\o:n�n�]zf��0'ypenc0���{:g0ꁨrs0��oi{���w�vؚ!hye^0xvzu0,g�yuf[`n�txvz�n�]zf���vye�yfn, _n�s\o:n�yx:g�g�ton�vxvz�nxt�s�] z�b/g�nxt�v�s�fn978-7-5635-6291-6 �v }zz��n�n�]zf�� jl�w�^, rwm�mw�|,gfn�n�~ُnt���v`�`̀of, cf�v }/f�oo`�c�s�vɖ҉�t`�~�vur_͋, /f^in�v�w�v�tsb_�oo`�yf[kn蕄v��s0�n�v }:nt��s�n�g ��nir���w�vnf�'`�c��fh�g0,gfn�c���n�v }zz���[�wƌ0`�~n�qv{�vpef[h�:y�t(w nnx�['`�t�s_�s�x-n�n�]zf���vpef[�^(u�st0978-7-5638-3127-2�q�n�q, nbt, ΐ:nl;nnf�ؚi{ye��penc�yf[n'ypenc�b/gnn as n�n ĉryepgs,gfn��hq�[�n�]zf���v�[in0�s�s�s�v�qy�su\���ri{�eb�zp�n�=\���, �c@w�nagent0d"}0�ct0f[`n0ۏs0a�w�n�sl��ri{�etr r�[�n�]zf��ۏl�y҉�^�vr�gnf[`n, gt�ǐn�n�[e��bl:wofeg�f�n�]zf��(w�s�nt���w�et�v�^(u0[,gfn�s\o:nؚi{b�!hpenc�yf[n'ypenc�b/g0ꁨrs0���{:gi{nn�v,g�ybxvzu�� zyepg, _n�s�o���{:g�oo`yt0ꁨr�c6r0uir�oo`i{���w�n�n�n�]zf���etxvz�v�y�b�]\o��t�vsqnn^u�s�978-7-5646-4991-3�w�n�m�^f[`n�v�e,gh�:ynr{|�e�lxvz �0t ... [i{] w��,gfn_u\�n�w�n�m�^f[`n!j�w�v�e,gh�:yn�e,gr{|�vsqxvz, �n�e,gh�:yb�4n�v�_�y, 6qt_�q�w�n�m�^f[`n�v�e�l�s�n�f}y0w�c�sؚb\yr�_, (w�c�s�vǐ z-n�q�us͋�t��s n n�e�vsq�|, l]�nus͋�vword embedding�vh�:y, �~t�s g�v�m�^�o�_q�~0ws�y^y�~q�~�t��w�e���_!j�w�f}y0wf[`n�e,gؚb\�v�in�oo`, (w�[e��vy{|r{|�tyh~{r{|�^(u n�s�_o�}y�vhe�g0978-7-5680-6081-3 �n�]zf��n���{zf���svq�^(u;nnglq�l, v��l, �q�y9hnf�ؚi{ye�� as n�n ĉryepg�fzf��6r ����w�nmb�w{qĉryepg�,gfn�v*n�r, qq10�z, ;n���n�~�n�n�]zf��n���{zf���i��0�wƌh�:y0(ud"}bl��0n�[�|�~0;���f[�v�st�svq�^(u0�n�]^y�~q�~0:ghvf[`n0w� o�{�l0�ɩzf���{�l�t���_�wd"}�{�l�n�st�z���v�^(uhh�o0�|�~0w����n�n�]zf���v�w,g�st0�[�s�b/g�svq�^(u, hqb�0w�s f�n�v�qy�n�]zf��xvz���w�vg�eۏu\�t�su\�et0���{:g�s�vsqnn�] z�b/g�nxt978-7-5680-6444-6 irt�q�b/gn�^(u�[��ye z ;nht=nuz, 1g�y, �_/c�,gfn��hq����nirt�q�v�w,g�i�_0sq.��b/g�t�^(uhh�oi{irt�q�v�w,gt���wƌ, 6qt�_�^nۏ0w�n�~irt�q_�s�vxq�w�[b�n�r, �ǐ��~�ۏ_�n�r�n�~�l��0rt��n�[���v�~t�v�v�v, o���npf0w�n�irt�q�|�~_�s�vtesoam z0,gfn���[�k*n�[b�n�r�c�o�_��ɖ���t�n�nx0f,gfn�s\o:nؚi{b�!h��o�] z05up[�oo`�] z0�n�]zf��0:g�h5up[0���{:g�tq�~�] zi{nn�vyef[(ufn, _n�s\o:nl]eq_�|�~_�si{�[��{|�� z�v�s�fn978-7-5682-9406-5�w�n{|����{�v�vh�hkmnߍ*��b/g �[�r, ݐ�, ng�vp�w�169u�, [11] u��vhr{|��n�]zf��/fxvz�t_�s(u�n!j�b0�^8o�tibu\�n�zf���vt��0�e�l�s�^(u�v�yf[�b/g, \{|��n�]zf���b/g�^(u�n�vh�hkmnߍ*�, �s'ye^�cgs ybg̀of0cspbag�n n�v�vh�hkm�i�s�sߍ*��|�^, wq g͑���vain�t^�l�v�^(umrof0,gfn�|�~0w����n�n�ɖɉ�oo`yt:g6r�v�w,g�st0;n��yr'`0pef[�^!j�s�{�l����i{0 t�e, �~t�m�^^y�~q�~�t{|���gr�b/g, �~�q�n�w�n yt{|�!j�w�v�vh�hkmnߍ*��e�l�n�s�^(u:y�o, �e(w�cؚ����[�n{|��n�]zf���b/g�vt�0�����s�[�����r, :n�n�n{|��n�]zf���vsq�v�yf[xvz0�] z�^(ui{�]\o`y�[�w@x0�,gfnqqr:n12�z, �q�[;n���m�s:ghv�n:g�gџ�rf[�v�quo�^!j�t�npe��l0fn-n;n���n�~�n^��~'`yy�_�e z�~�npebl㉄v�~_�mcq�l (�ysylvester�~_0b�zout-cayley�~_0dixon�~_i{)04t�mcq�l0grobner�w�mcq�l�tvq�n�npe�mcq�l�n�s:ghv�n:g�gџ�rf[�v�quo�^!j�e�l: rsomo�y�c���tp�!k�sbc0�vcqpe0�[vp�w5�0�[vp�vcqpe0 p�vcqpe�t�quo�npe (yr r0w, qqb_�quo�npe)0!�s\o:n:g�h�] znnb�n�n:ghv�nxvz�vux0zsxvzu�t�] z^�v ���yepg978-7-5680-6110-0 :ghv�n�c6r�e�lnt�� ht�[ u, o�~v3uw�g,gfn/f\o�(w��/nt�]'yf[ (polyu), �e�raw�v�z'yf[ (nus) �tps�^t�]f[b��_̑!h:s (iitd) zp:ghv�nxvznyef[�v�~��;`�~, _n/f\o�o�~v3uzs�x(w��o'y)r�n'yf[�t^�]'yf[ gsq:ghv�n�eb��v�]\o�~��;`�~0,gfn��~r�g�n:ghv�n8^(u�v�c6r�e�lnt��, vq�q�[s�b: �]n:ghv�n�v�r�c6rn;��b�c6r; �y�r:ghv�n�v��kq�~�yhqtn��y�r�c6r; :ghv�nɖɉƌ rn�c6r, s�b:ghv�nus�vɖɉ0�s�vɖɉ0�~�giqɖɉ�tkinectɖɉ; :ghv�n�[*��e�ln�c6r, s�b0w n�xh�[*�0�`'`kmϑuscq�[*�0gps�[*��tss�e�[mon0w�v�g�^�[*�; ��_:ghv�n�vek`�c6r, s�b�nb_:ghv�n0�v��:ghv�n0mq��:ghv�n�vek`�c6r; ޘl�:ghv�n�vnޘl��y`; 4l n:ghv�n�vџ�rn�c6r0 :ghv�n�c6rxvz�vsq�nxt978-7-5680-6235-0�^!j0�c6rnɖɉ�q g&o ... [i{] w��:n��^�]n:ghv�n0wmf�zz:ghv�n�tqq��:ghv�n�_��su\�v���, ,gfnr�^!j0�c6rnɖɉ n*n�r�|�~0w����n:ghv�nf[�v�w@x�q�[0hqfns tasn�z0,{1�z:n�i��, �n�~:ghv�n�v�q�m0�^(u�n�s:ghv�nf[�vxvz�et0�^!j�rs�b,{2-7�z, �|�~�n�~:ghv�n�~�g, rsomo�y�c���tp�!k�sbc, rso��^�t�|�r, �d\oџ�rf[; �c6r�rs�b,{8-13�z, �n�~h���ub0h����c6r0�r�v�c6r0џ�rĉr0os��c6r�t���^�c6r; ɖɉ�rs�b,{14-17�z, �n�~ɖɉ�v�pyt0ɖɉџ�r�c6r0n�_�y�r:ghv�n�tޘl�:ghv�n0:ghv�nf[xvz�nxt978-7-5166-5210-7�w�ny!j`a�w�v�nkb�r\oucicnƌ r���n��w��,gfn�w�n�n�]zf���vɖ҉, �[b�n�w�ny!j`a�w�v�nkb�r\oucicnƌ rxvz, (wt��xvz0���{:g�nw�tջ��s^�s-d�^i{�eb�ۏl��n g�v�v�c"}, :n�[�s�n�nyc:g�hkb�v{|�nup�]�d\o�t�c^�^(u`y�[�nn�[�vt���t�b/g�w@x0ndk t�e, :ghv�n�ǐ!j�b�nkb�[b ybg�v{|�n�d\o�n�r, (w*�zz*�)y0�n�piram0;s�u0�q�n0kb�r�d�c�[hq~�v�i{���w�s%c@w��eg��'y�v\o(u0�n�nyc:g�hkb{|�n�d\oxvz�nxttp241978-7-5603-8348-4 �]n:ghv�n�d\o���� :g�h�����~t�� z����4to�vw�,,gfn/fn,g�o͑�n�w{q:g�h{|,g�yؚt^�~f[u�r�z�������r�v�~t�� z����c�[fn0,gfn͑(w���c����t��0�e�l�t�^(u0,{1�z����:g�h����� }(�n:g�h�����~t�� z����, �nf[umrg�����vw�yu�eqkb, ����f[u�^wqy�v�w,g }(��n�s�r�z�������r�v�w{q; ,{2�z�����]n:ghv�n�d\o�����w@x, s�b�����]n:ghv�n�_y�v�i�_0�g�w0�w,g�spe�tyr'`0q��rn o�ri{�w@x�wƌ, ͑�p�����]n:ghv�n�d\o����ǐ zn�q�[0:g�gb__n�~�g����, �n�s��q��t㉳q�v�[e��i{; ,{3�z�����s�n�]n:ghv�n�d\o�v����n�[�o, s�b�]n:ghv�n�d\o�����vyr�p0n(u�n�rt�b�n�s�|�[�q�hv(w:ghv�n,gso���� n�v�^(ui{, v^�~�q�����[�oi{00,gfn�s\o:n:g�h{|,g�yؚt^�~f[u�v�~t�� z����(ufn, _n�s�o�n�n:ghv�n�d\o�����v�] z�b/g�nxt�s�978-7-03-064262-2 :ghv�n�d\o�v:ghvf[`nt�� �n�b�n�d\o0r�b�]���yn ^�nw��,gfn�n:g�h�v�b�ns�d\o:gt0џ�rĉrn�n�rĉr0�b�]���y�e�l�s�sos��d\oi{�eb��|�~'`0w����n:ghv�n�b�ns�d\o�v:ghvf[`nt��nsq.��b/g, ;n���q�[s�b:�w�n�n n҉b_�v�b�ns�d\o�w@x, �b�ns�d\oџ�rf[, �b�ns�d\o�vџ�rĉrn�n�rĉr�e�l, �w�nhq@\���0w�v�v�b�n����e�l, �w�n�����u�r�v�b�nsċ�nch, �n�s�nn:ghv�n�t:ghv�nn:ghv�nkn���v t�g0_�g�b�]���y�e�li{�vsqt���t�[��xvz0v,gfn�s�oؚi{b�!h:ghv�n�] z0:g�h5up[�] z0:g�h�����st��0�c6rt��n�c6r�] z0�n�]zf��i{nn�vxvzu���, _n�s�o�n�n:ghv�nxvzn_�si{�vsq�et�v�yx�nxt�t�] z�b/g�nxt�s�tp242978-7-03-065901-9�_�~:ghv�n�n*nso0rɩ�  _�z, �o_l^, hg�z�qw�xv, 235u��,gfn/f\o��w�nꁫ�(w�_�~:ghv�nf[���w�g�vxvz�]\o�n�s�v�qy�v�vsqxvzb�g�d�q �b�v, fn-n�meq�~�0w�n�~�n�_�~:ghv�n�vw��n0�su\�s�s0џ�r�e_0ꁨr�c6ri{�eb��v�q�[, v^�[�_�~:ghv�n�v*geg�^(uۏl��nu\g0hqfnqqras n�z, �n�x:wq��r�v�_�~:ghv�n:n8h�_, �nus*n�v�_�~:ghv�n�|�~_�y�n�~, �q0r�_�~:ghv�nɩ�, �m�v�ns_mr�_�~:ghv�n���w�v�p�p�ng�exvzb�g0�vmr1u-n�vf[��;n�d�q�v�_�~:ghv�nf[�vsq-n�e��ir�[�[�e�q, ,gfn�e(w9e�sُn�s�r, v^�ndk�bx_�s, �oۏ-n�v�_�~:ghv�nf[xvz�t;s�u�^(u�v�su\0a�vh���/f�_�~:ghv�n���w�vxvz�nxt, s�bye^0zs�x�tux�xxvzu0wq gn�[:ghv�nf[�w@x�v�[�_�~:ghv�natq���v'yf[u�n�s�n,gfn-n�s�v978-7-03-067731-0 l�ro�so:ghv�n�b/g�s�^(u ���[�q, �s�_r`w�xi, 212u� 21n�~hqۏ6r ��b/gnfn�,gfn�|�~0w�����nl�ro�so:ghv�n�v�vsqt��0�e�l�svqsq.��b/g0;n���q�[s�bo�so:ghv�n�v�su\�{�s0r{|0sq.��b/g, s_mro�so:ghv�nxvz���w-n@bsq�l�v�b/g�, t�yl�ro�soq��rhv�v�~�g�st0t���^!j�t�nwr�g, �w�nl�ro�soq��rhv�vo�so g�zgbl�hv�v�����syr'`r�g, �w�nl�ro�soq��rhv�vzjutup�]kb�~�g����0�|�~�^!j0�c6rv{eu0�[a���ƌ0�b�sĉr, �n�s�w�nl�ro�so< q��rhv�vo�so:g�hi{0b,gfn�s\o:n:ghv�n�] z0:g5unsos0ꁨrs�vsqnn,g�yu0xvzu�vyepg, _n�s�oꁨrsňy�t:g5u�c6r�vsq���w�yx�nxt0�] z�b/g�nxt�s�978-7-111-65700-2rpaam zꁨrs_��pew[�r�r�ri�}t/ushering in the revolution of digital workforce�s�w� xvi, 309u��rpa/fonam z�q �0pew[sl��w�v)rhv, /fon(upew[�r�r�r�[�sm�,g�xhe�vsq.�0ُ/fn��nfun�^(u�tl�n�[��҉�^hqb��c��rpa�vw�\o0\o�/fhqt n'yrpa�]4yknnaa (automation anywhere) �v'y-nns:s��-^n�[, �n�~t��]yt^�vnn�~���thqts�vɖα, �n�w@x�wƌ0�su\o�s0�vsq�b/g0�^(u:wof0y��v�[�e0*geg���r6*n�~�^�[rpazp�nhqb��vr�g�t���, .^�r����g�^�[te�vrpa�wƌso�|0hqfnnqq6�z, ��㉆nrpa�v6*n�eb�0978-7-111-65759-0zf��rpa�[b��‰pencw� xvi, 335u��,gfn@w�r:n���nf�srpa�n�t�i�_, v^(u��of�a�v�ew[��㉺n�]zf���rc n�vt{|rpa�[bs�^(u:wof0hqfnnqq10�z, ;n��r:n3*n�r0,{n�r (,{1-3�z) �[rpaۏl�hqb����, vq-n,{1�z�n�~rpa�v�w,g�i�_0�^(u�n,gfn�s�o:ghv�n�b/g0^��~'`�|�~�r�rf[0^��~'`�|�~�c6ri{���w�vxvz�nxt�s�, �r�q�[_n�s �(u\o:n�vsqxvz�et�vxvzuyef[o(u978-7-118-11932-9 zf���nu|�����nsq.��b/g "�^f, �so, ng�nw� zf��:ghv�n�b/gnfn},gfn�|�~0w�n�~�n�nu:ghv|��v�|�~����0�nuџ�r�c6rnos0�nu�o�~a�w0�e�w5u:w��on�;n4l n�[moi{�r^sq.��yf[�t�] z�, /f\o�яt^eg(w�nu:ghv|����wyy�mr�lxvzb�g�v�c�p;`�~n�bu\, �e(w:n�vsq�yx�nxtn1r}y��c�on*n�|�~ �hqb��vf[`n�s�d��e0 �nu:ghv�n�vsqxvz�nxt978-7-118-12079-0�y�r\on:ghv�na�w0ĉrn�c6r �s�ws ... [i{] w� xix, 234u��,gfn�|�~�meq0w�n�~�n�y�r\on:ghv�n�|�~�vɖɉa�wnzf���c6r�v�e�ln�^(u; hqfnqq10�z, �q�[s�b\o�яt^eg(w�y�r\on:ghv�nɖɉh�[0�vh�hkm0�vhƌ r0^y�~�r�rf[џ�rĉr0ǒ7hџ�rĉr0zf�����h�c6r0���^���h�c6ri{�eb��vn�|r�sr'`b�g, v^�c�o�n(wzf��f���0\on�wޘl�:ghv�n0b�tyr�y\on�v�q�qhvnm:ghv�ni{�[e��|�~-n�v�^(uhh�o0s�s\o:n�] z�b/g�nxt�t�yx�]\o��v�s�(ufn, ^�8^�twq g:ghv�na�w0ĉrn�c6r�vsq�w@x�wƌ�vؚ�~xvz�nxt���, _n�s�n\o:nؚi{b�!h�vsqnnؚt^�~,g�yu�txvzu�v�s�fn�sl�:ghv�n �sl�:ghv�n�|rnfn978-7-121-39934-3 :ghv�n�b/g�[��c�[978-7-122-35919-3 :ghv�n����n6r\oeq� fp[b, ng��yw� :ghv�n�] z^b� n��f�,gfn�w�ny��vs�vf[zp�e_, \n*n*n�r�z�r��uscq����bf[`ny��v, &^������[b:ghv�n����n6r\o�veq�f[`n0;n���q�[s�b: �yuo6r\o ޘ�k� :ghv�n0�g�^:ghv�n_�ss^�s0:ghv�n�yuo(uopiqh����oo`0:ghv�n�yuo(u�x� o�`��a0:ghv�n�yuo�[�s�y�r0:ghv�n�yuoa�w�s�x0:n:ghv�n ��w0:ghv�n���`7h�v5u�n�|�~0lhb��rt:ghv�n�v����0�;n�y�r:ghv�n�v����0�k*ny��vgw/f\o��nꁾ���6r\o�[b, ǐ z ghe, penc�s`�09,gfn�s:n�`f[`n:ghv�n����n6r\o�vsq�wƌ�veq蕧~���0r�~:ghv�n�] z^�c�o.^�r, _n�s�o'yf[b�!h�vsqnn^uf[`n�s�978-7-302-54970-3:ghv�ncg)r(�) 'yks�j. !�kq\w� xviii, 263u��,gfncbb�n�vn/����w, �n�tf[�v҉�^%n��0w�s`ُ*nb�n��y�n��:n n�s`���v݋��--:ghv�ncg)r0\o�c�q, ��@wꁨr~�v�}lf�0�cp��{�l0t�yb__�t�r���v:ghv�ni{(wb�n�v�e8^u;m-n`snc@w��eg��͑���vmon, �n{|cky�n :ghv�neq�o �v�e�n0}�6q�n�n�[:ghv�n�svql�#���~�n�n�vs_�vsq�l, fo/fsq�nُ�n�n�]6r�t�v>yo0wmo�ts���_'y z�^0w�_eu�n0,gfn�c���n{|6r ��v:ghv�n�tvq�n�b/g6r�t/f&t0�n�s(wuo�y z�^ n��yv^�^s_�b gs�0:ghv�n�b/g&otf[�vsqnn�nxt978-7-302-56930-5 �z�b:ghv�n����n6r\o�w�nhq�v'yf[u:ghv�n'y[� (robotac) �| �hh�o�,gfn/f:ghv�n����6r\o�v�ƌyepg, �n�~�n:ghv�n�z[�0�m�v�b/g�s�z�b:ghv�nn,�����6r\oǐ z0 ��s�nrobotac�z[�:ghv�no�y����hh�o, s�b�vn��vq�:ghv�n0��kq�~�yn�:ghv�n0y��:ghv�n0�v��:ghv�n0ꁨr:ghv�ni{ n t{|�w�[�o0,gfnǒ(uy��v_yef[�e�l, �[@b �hh�o:ghv�n�v�����vh0r㉹ehh0�������p0rar�e0�]n����i{ۏl���~�n�~, o�_����n�:ghv�n����n6r\o�vsq.��s���t;n��am z0,gfn�s\o:nrf[�f[`n�n�0:ghv�n�z[��s[������6r\o�v�s�(ufn978-7-302-57200-8 pnؚ�nu:ghv�n���� zaw��,gfn��~��㉆n�n'y{|0mqasyo*n�nu:ghv�n\o�thh�o0hh�os�b$n��0�v��0mq��0y���t�~ti{y�y{| r, ُ�n\o�t�g ��]�y0)h)h�yu0,gfnhq�ǒ(u�vgregu\:yhh�o�v�~�g�t�g�^�e�l, �e�ott^���k�v������0,gfnm� g0n�[�vɖ��d��n, ����s�n���e�ǐkb:gkb�n�~x(w�~‰ w, o(u,gfn n�q g�nuo���x�t�v��0%,gfn�ttt^���k�vpnؚ:ghv�n0�~�g����1r}y�, $\vq/f�u"k:ghv�n�vi[p[���978-7-5603-8308-8b�t0wb��szz���b/g�v�nu:ghv�nnzf��џ�r�c6r�,gfn�npython �w,g��l_�y����, �ek�n�~�_y�vpef[�wƌn^y�~q�~�v�w,g�wƌ, v^)r(u�����v�q�[�qn*n�m�^f[`nfh�gtensorpy, g�nُ�n�wƌ\o:n���wt, 1\_�y����ub�[�bq�~�vsq�v�q�[06qt, ,gfno(u�k���{us�v��eg�c��gan �m�s�v`�`0!j�wnpef[�st, �c@w�o�ǐtensorflow�[�s o�~�vgan, v^����:nuon�[���ubhvb$r rhv0�c neg, ͑�p�n�~gan t�y8^���v�sso, s�bws�yub�[�bq�~0ag�n�[�bubq�~0�_�sn�'`09eۏub�[�bq�~0nя�x:__ub�[�bq�~i{�q�[0,gfn�t�n�]zf��0:ghvf[`n0���{:gɖɉ�vsqnn�v�nxtf[`no(u978-7-115-53097-4~vb��m�^f[`n �{�l�] z^&^`o�sb�ջ ��[���, _l�n܀;n�hqfn�q�['y�r:n$n*n�r, ,{n�r�n�~�~xq�v�m�^f[`n�{�l�t!j�w, s�bws�y^y�~q�~0�_�s^y�~q�~0�v^y�~q�~0ub!j�w0ub_�[�bq�~0:_sf[`n0cqf[`n0ꁨrs:ghvf[`ni{; ,{�n�r�n�~�m�^f[`n(wn�n���w�v�^(u, s�b���{:gɖɉ0�6q��yt0�cp��|�~0���{^jt0ɖ��yt0���{:g,tɉ0ꁨr~�v�i{0,gfn�n6qǒ(u�wƌ�p�t{�vb__eg�~�~�q�[, �k*n����~�q�n���^�~�t�vsq�wƌ�p, �ncw�o���ۏl��b�h�g�t;n�r`�0d,gfn�t�vsqnn�v(w!hf[u�h�g�t�r:_�[@bf[�wƌ�p�v�c�c z�^, bl< l���_� y`n�te�eq�vsq�v�m�^f[`n�wƌ, �n�s�{�l�] z^\o:n�]wqfn���e�s�978-7-115-53533-7�_�z��;n�,gfn��:nhqb�0w�n�~�n�m�^f[`n�v�w,g�i�_0�{�l�st�n�s�[�sfh�g0hqfnqq9�z, r r�n�~�n�m�^f[`n�v�su\�s�s0^y�~q�~n�m�^^y�~q�~0ws�y^y�~q�~0�_�s^y�~q�~0�m�^f[`n(w�vh�hkm�t�v�p�c��-n�v�^(u0ub�[�bq�~0�m�^���yf[`n�t�m�^:_sf[`ni{, v^�c�o�n�^(u�[�o, �e(w�ǐ�~`n�t�d\o�[��.^�r����]�v@bf[�v�q�[0d,gfn�s\o:nؚi{b�!h�n�]zf��0���{:g0ꁨrs05up[i{�vsqnn�v�m�^f[`nyepg, _n�s�o�n�]zf��0�v�pyt0���{:gi{nnxvz�nxt�t^'y�n�]zf���s�m�^f[`n�b/g�v1r}y��f[o(u, ؏�s\o:n�n�]zf���b/g�w���vyepg978-7-115-53580-1:ghvf[`n�cgs�lt��n�{�l(�) w/oyr�y�v��, �~ y�_���_w�(,gfn;n���n�~n�y:ghvf[`n�{�l--�cgs�l, ;n��sq�lvq�w@xt���t�{�l, _n|q~��n�^(u0hqfnqq14�z, r:n4*n�r0��hq�~�q:ghvf[`n�{�l�svqr�g�v�i���n�~, 6qt,{n�r͑�p�cvz�n�cgs�l�v8h�_t���svq�ls���r0,{�n�r;n���n�~�n g�r�nt㉌t�ʑ�cgs�l�vvq�nt��, s�b�w�nzs_���v�ʑ0*��_�{�l0��n�b\�{�l, v^n�oo`�quof[�t�qos�^�z�nt��|0,{ n�r;n���n�~)r(u�w�nn�o�^�v1_��km�vadaboost�{�l�v�[(uibu\, v^(u�n㉳qy{| rr{|��t�c�^�0,{�v�r�����nؚ�~t��݋��, s�badaboost�{�l0go�cgs�l�tޏ�~�e�� n�v�cgs�lkn���v�~��n�'`0d�u_�r�n�~�n@b�ؚ�~�vpef[�i�_0,,gfn�t�[�cgs�latq���v���, ,gfn�k�z��d� g�~`n, �vdk_n�(u�nؚi{b�!h�vsq�� z�vyef[978-7-115-53621-1 }v݋:ghvf[`n�vpef[ (�e) �z�w$�>tw��,gfn�ǐck(wf[`n:ghvf[`n�v z�^xt�~cn�tyy g�s��~�v�[݋, �~t�vr_�tr{|�vwqso�, �ek��㉆n:ghvf[`n-n�[(u�vpef[�w@x�wƌ0vq-n, ͑�p��㉆n�[fb:nf[`n�~��w�vpef[lq_�t&{�s0 t�e, ؏�ǐ�[e��vpython z��㉆npef[lq_�v�^(u, ۏ ��r�m����[�vsqpef[�wƌ�vt�0:ghvf[`n�vsq���978-7-115-53742-3��p�f[`n:gt���b/gn�^(u ���[o, ht�x��w�hqۏ�o�syt�|r�,gfn�[��p�f[`n:gяt^eg�s�_�vt�eb�b�gۏl���~�v���nr�g0,gfnr:n4*n�r: ,{1�r (,{1-2�z) ;n���n�~��p�f[`n:g�v�w,g�i�_n8h�_t��; ,{2�r (,{3-4�z) �|�~�n�~��p�f[`n:gt��:n�^�[pencr{|0�vr_�n�syr�_f[`ni{͑��:ghvf[`n�n�r@bzp�v�b/g'`�te; ,{3�r (,{5-6�z) ;n���n�~��p�f[`n:g�v�] z�[�sn���w�^(uhh�o; ,{4�r (,{7�z) �[hqfnۏl�;`�~, v^r_�~�q�r^cb'`��n�_t�~xvz0,gfnd�u_�r:nn��p�f[`n:g�vsq�vpef[�w@x�wƌ, �n�o����g�0,,gfn�s�o�[��p�f[`n:gatq���vxvz�nxt���, _n�s:n�o�syt���w�v�] z�b/g�nxt�c�o�b/g�s�978-7-115-53846-8 :ghvf[`nnpython�[��ğ�rw� penc�yf[n�~���|rĉryepg�,gfn�|�~0w��㉆n:ghvf[`n�vt���n�s(w�[e�pencr�g-no(u:ghvf[`n�v�w,gek���t�e�l: �n�~�nۏl�pencyt�tr�g�e`7h ��bt��v!j�w, �n�s!j�w�v0o���tos�{�li{, v^�ǐy*n�op[u\:y�n:ghvf[`n�v�^(u�t�[���~��0 n t�n�_y���:ghvf[`n�e�l�vfnm|, ,gfn�n�[��:n�[t, o(upython\o:n z��, :_��{us0�_�0w�^�z!j�w, ㉳q�[e��0����ǐ�[,gfn�q�[�vf[`n, �s�nŏ� nkb�[��:ghvf[`n, v^)r(u:ghvf[`n㉳q�[e��09,gfn�s\o:n:ghvf[`n�� z�vyepg, _n�t�n ga�n�no(u:ghvf[`nr�g"��~penc�vr�g^, �n�s�~�{{|�v,g�yu�txvzu���978-7-115-53949-6:ghvf[`n�w@x�^!jn�bl� (�) ёgs n, ѐ�[1gw� xviii, 234u��,gfn\o��f1\l���v7�lklq�s�t�e,gpn)yɩ�v, g@wyt^�v:ghvf[`n_�s�~��0,gfnt��n�[���v�~t, �ǐ�v‰wqso0f�nt㉄v�vh�0:y�o�t�nx, �e�����n g�r:ghvf[`neq��{�~g0�qnx�c�c�v�w@x�i�_, _n�m�v�n:ghvf[`n_�s�(w nnx�[�i�_�e�s�n�g w�v8h�_�q�[0fn-nr>n�v'yϑ:ghvf[`n�^(u z�^�[�o, ss�o nwqypef[�t�~��f[�wƌ_n��{�~g���, ۏ ��q�`:ghvf[`n�v�w,g�i�_0!:ghvf[`neq��0����[�d:y�o�cؚ�[e�_�s4ls^�v:ghvf[`n-nؚ�~_�s�978-7-115-54274-8 :ghvf[`n�n�st0r�^(u seg�n, ğ�^fw��,gfnqq11�z, ;n���n�~:ghvf[`n�v�w,g�i�_�t$n'y{|8^(u�v:ghvf[`n!j�w, ss�vcwf[`n!j�w�t^��vcwf[`n!j�w0���[�vcwf[`n!j�w, ,gfn�n�~�n�~'`!j�w (�~'`�vr_0logistic�vr_) 0^��~'`!j�w (svm0ub_r{|hv0�qv{h)0ɩbf[`n!j�w�t^y�~q�~!j�w�svq���~; ���[^��vcwf[`n!j�w, ,gfn��㉆n8^(u�vm��~�b/g (�~'`m��~�b/gn^��~'`m��~�b/g) �tz�{|�{�l (�ygwy�nq�~r�gatq���v,g�yu�txvzu���, _n�ton_�s��ty��v�~t���978-7-121-40421-4 �m�^f[`n�stn�^(u ht-ncq ... [i{] w�%,gfn�|�~'`0w�n�~�n�m�^f[`n�v�st0sq.��b/g�s�vsq�^(u, ��hq�n�w,g�i�_0�_y�v�~'`�npe0�_�yr0�i�s�~��i{pef[�wƌi{eqkb, ُ�n��y�wƌ�s.^�r����f}y0wt��m�^f[`n�b/g0�c@w�[�m�^f[`n�e�l�t�b/gۏl��n��~�n�~, s�bws�y^y�~q�~0�s��^y�~q�~0�_�s^y�~q�~0ub�[�bq�~i{, ���[�k*n�b/g���r�v(u�{usf�a�v��0�=\�vlq_�c�[�f�tu�r�v�vb_u\:y�wƌ�p, v^d� n�^(u7h�o, �o�n���\�i�_0�st0lq_�t�^(u��o/��0,gfn؏�q�0rrf[�=\�_eq蕄v�bl, �[�m�^f[`n_�s�]wq�tyt�b�]ۏl��n�~�v�ht�t;`�~0gt,gfn�[�m�^f[`n�^(umrof0�su\���r0*gegxvz���ri{ۏl��nr�g, wq gn�[mr�w'`0�n�n�m�^f[`n�t�n�]zf���vo��n�] z^; f[`n:ghvf[`n�vf[u978-7-121-40502-0�v^y�~q�~�w@xnmr�ll�~�ޘw� xiii, 138u���v^y�~q�~/f�n�]zf�����w�vn*n�etq�et, �[ n�nŏ��_0r�nf[/glu�v^�lsq�l, �n��b�r0w�^(u(w�]nlu�vy*n���w0,gfn�n�~�n�v^y�~q�~�t�v�m�^f[`n�v�w@x�wƌ�tmr�lxvz, n�ns�b�[�n�v�su\�s�s�t�~xq!j�w, ؏s�b�v^y�~q�~(w�mb\q�~0�e�vcwf[`n0'yĉ!j���~0�wƌ�v1��cti{�eb��vmr�lxvz, �n�s�[�n(w n t���w (�y�cp��|�~0us;s�u0�6q��yti{) �v�[e��^(u09,gfn�e�s\o:n�n�]zf�����wxvz�t_�s�nxt�v�b/g�s�fn, _n�s\o:n�[�v n�v�m�^f[`natq���vؚt^�~,g�yu�txvzu�veq�fn978-7-121-40597-6 t���f[`n�b/g�s�[b m_wszs, �sn�i{w� xiv, 326u��,gfn�~tr�g�n�n�]zf���v�su\�s z�n�s�n�]zf��nuir�zf���{0:ghvf[`ni{kn���vsq�|, �~�q�nuir�zf���{�v�~nfh�g!j�w, �m�v�n�n�{us0r ybg�v�w�n*nso���^0�sor�]os\o0y�soos tۏsi{uir�sa��v�q{|�e�wuir�zf���{!j_, @b gُ�n�e�uso�s�nuir�zf���{g�w@x0g8h�_�vt��n�e�l t�e, g���['`0w�n�~�n�m�^f[`n0:_sf[`n0���yf[`n�tub_�[�bq�~i{:ghvf[`n�e�l, ^g���(w�c�cuir�zf���{�v t�e, ��y g:g0w��tُ�n�n'ypenc:n;n��yr�_�v:ghvf[`n�e�l, �g�^�f:n�o�r�n�_�v�e�w�{�l0�n�n�n�]zf��os�e�l�t�] z�^(uxvz�v^'y�yx�]\o�978-7-302-54945-1�stn�b/g �sio�q, �sޘíw��,gfn�n�~�n�]zf���v�w,g`�`0�st0�l�t�^(u, ͑�p�z�q�b/g�v�s�d\o'`, hqb����vf[�y���w�v�vsq�b/g�et0 cgqf[�y�su\�vz��^, hqfnqqr;���zf��0���{zf��0s^l�zf�� n�{, t�{�v�q�['y� cgq�wƌh�:y0�ct0f[`n�vz��^�[�c, �v�v/f�������ynpf0w�b�ct�b/g���v:s rnt��|0.�s\o:n�vsqnnؚt^�~,g�yu0xvzu�vyef[(ufn, _n�s�o gn�[pef[�t z�^�����w@x�v�b/g�nxt�s�978-7-302-55255-0ꁨr:ghvf[`n (automl)�e�l0�|�~ncb(�_) _pqkq��nyr, �b�e�yr � y, (�k) nsf�nk��nw��ُ/f,{n,ghqb��n�~automl�(u�e�l�vfnm|, s�b���speos0cqf[`n0^y�~q�~�g�gd"} n'y�e�l0�kn*n�e�l, �fn���~�q�n��~�v�n�~0�st���0wqsoџ(u�e�l�tx[(w�v�i{0؏wqso�n�~�n�s g�vt�y�s(u�vautoml�|�~0v^(wgt�����nautoml�|�~@bb�4n�vn�|rcb0^:w n,{n,g�n�~ꁨr:ghvf[`nfnm|; �q�[hqb�n��[; �sr\o�f[/g̀of/y�[, �o���nfnm|�v(�ϑ0�e�s\o:neq�fnm|, _n�s\o:nnn�n�x�v�s�fn< 978-7-302-55333-5tensorflow�m�^f[`n �meqt㉺n�]zf���{�l������o��fw� xiii, 398u� �n�]zf���yf[n�b/gnfn ,gfn�n�~�n�m�^f[`n�{�l@b����v�w@xpef[t��0tensorflowfh�g�v�w,go(u�e�l0�vr_�0r{|�0�st o�d�{�l0�h�^ nm��{�l0ǐ�bt0hqޏ�cq�~0ws�y^y�~q�~0�_�s^y�~q�~0�xhv0ub�[�bq�~0:_sf[`n0���yf[`ni{;nam�tmr�l�wƌ0���[�k*n�{�lb!j�w, ,gfngw��~r�g�nǒ(utensorflowfh�g�v�[�s�e�l, v^�w�ny*n8^���v�~xqpencɩۏl��n�{�l!j�w�v�[b, �y�w�nmnist�tcifar10pencɩ�v�vgrƌ r�[b0�w�nimdbpencɩ�v�e,gr�g�[b�w�n�r o4y�ppencɩ�v�vgrub�[b�t�w�nopenai gym�s�x�vs^a�fg8nb�[bi{00,gfn�s\o:nؚi{b�!h�n�]zf���� z�vyepg, _n�s�o�n�n�n�]zf��0�m�^f[`n�{�lxvzn_�s�nxt�f[b�s�978-7-302-55380-9zf����^(u_�s�w�nalexa0google assistant�t�e틃x (�) ���e�^��y(�w���oؚ�|�^�[mot��n�b/gnfn 5gnai�b/g'y�|�,gfnqq9�z, �c�o�st�ʑ0lx�n�~�g���, t�em� g:y�o�twqso�n�~0,gfn؏yr r�~tlx�n�~�g0os�vam z�t�e�l, �o���q�[�m�^�v t�e�l͑�[(u'`�t�s�d\o'`0,{1�z��hq�n�~�nopencv�v̀of�t�w@x0,{2�z;n���n�~opencv�m�^f[`n!jww�v�g�g�t�[�s�st0,{3�z0r,{5�z�n�~)r(ugpu�vv^l����{���r�r��m�^f[`n���{0,{6�z����cpu�vlx�n�wƌ, �n�s�m�^f[`n!jww�vcpu�r��e�l0,{7�z�n�~�n8^(u�v�m�^^y�~q�~�sɖs�]wq0,{8�z�t,{9�zu\_��㉆n�w�n�m�^f[`n�v�^(u�[���vwqso�~��0,gfn�t�nrf[�0ؚ�~�] z^0r�g�g^�vtb\b����978-7-111-65736-1 pytorch�m�^f[`n�[b(�) "��g�xbl��e, ς9n��^�w� xiii, 223u��,gfn�n�~�n�yuo�w�npytorchfh�g�[�s;n���v�m�^f[`n!j�w0,gfn�n�{us�v^y�~q�~_�y, �q�[�m�v�ncnn0rnn0gan�t:_sf[`n0,gfn؏�n�~�n�yuo�w�npytorchfh�g�g�^�m�^f[`n�]\oam, �b�w�npython�g�^�v!j�w���y0r�fؚhe�vtorchscript, v^o(u ybg�v�]wq\vq�r0ru�n�s�x-n0,gfn�v�kn�z��z�&q�m�^f[`n�v n t���w, ؏�[ُ�n���w�v8h�_�stۏl��n�n�~, v^��㉆npytorch-n�v�nx�[�s0,gfn�t�m�^f[`n���w�vxvz�nxt�t�] z^978-7-111-65737-8�m�^f[`n ws�y^y�~q�~�b/gn�[��ؚleo�w��,gfnqq11�z, ;n���q�[s�b�m�^f[`n�{�n0python�w@x0^y�~q�~�w@x0ws�y^y�~q�~0�~xqws�yq�~�~�g0���yf[`n0�_�s^y�~q�~0:_sf[`n0�m�^:_sf[`n0�w�nv{eu�v�{�l�f�en���ri{, �ǐwqsohh�o, \python��0�m�^f[`n`�`0:_sf[`n`�`�t�[e��] z�[�0w�~tw�eg0,gfn1uemeq�m, �nf0r��, t�z���e�v�[�r�z�smrtsqt�, vqg'y�vyr�p1\/fsb4x�n o�~fnm|�v��㉹e�l, (w�n�~t�rt���w@x�v t�e, -dm�wqso�[�o, �ǐ�[�vsq z�^�v��~���, o���ۏnek�r�m�[t���w@x�vt�05up[�|�~�vsq�nxt978-7-111-65892-4�[�b:ghvf[`n(�) �[n<\�d. �~_t y ... [i{] w�x, 288u�,gfn1u:ghvf[`n�[hq���w�vf[��d�q, ���[x[(w�[hqz���v�[�b'`�s�x, �����yuo�g�^ep�x�v:ghvf[`n�|�~, hqb��m�v@b�m�s�vt���t�]wq0hqfnr:n�v�r, r r�����[�b:ghvf[`n�v�w,g�i�_0��s�w;e�q0�c"}'`;e�q�t*geg�su\�et0fn-n�n�~�ns_mrg�[(u�v�]wq, `o\f[o)r(u�[�neg�vkm�|�~�[hq�r`v^ۏl�pencr�g, �n ������q ghe�v�[v{eg�^�[�e�vq�~;e�q; ��~�����n���y�o�b:g6r�tr{|hv�vяw���n�tq�~�[hq�vhh�oxvz-n, �meqr�g�n o�~:ghvf[`n�{�l:nuoo��b�r�q4x; hqb��i���n勆��w�vg�e�b/g�n�s*geg�s���v�su\�et0$,gfn�t:ghvf[`n0���{:g�[hq0q�~�[hq���w�vxvz�nxt0�b/g�nxt�tf[u���978-7-111-66092-7�m�^f[`nۏ6� ws�y^y�~q�~�t�[a��hkm(^t�x) ��xb�s|�qbsgyw��,gfn�n�~ws�y^y�~q�~�v8h�_--��~ ybg�v�~���t�{�l�v�_�ykny0;n��s�bws�y^y�~q�~�vؚ�~;n���to(ukeras�ttensorflow�v�[a��hkm0,gfn�e(w(un�y�[(u�v�e�legytn�nؚ�~;n��, �y���yf[`n�ty_c1y�qpeq�~, v^(w�ʑُ�n�i�_�v�w@x nu\:y�yuo(wkeras-n�[�sُ�n�r��0,gfn�m�sy*nxvz���w, s t�|�~�v�nx, ��y%_trf[��txvz�kn���v?��l0*,gfnb�t gpython�~���v�m�^f[`nxvz�nxt, �n�s ^g�eq�m�^f[`nxvz���w�v�[���978-7-111-66126-9:_sf[`neq� �s:_, ��~�e, ξ�ew��,gfn�nt���t�[���v�~t�vb__�meqem�q0w�n�~:_sf[`n�v�s�s0�w,g�i�_0�~xq�{�l�tn�nmr�l�b/g, qqr:n n'y�r: ,{n�r (,{1-5�z) �n�~:_sf[`n�v�su\�s�s0�w,g�i�_�n�sn�n�~xq�v:_sf[`n�{�l; ,{�n�r (,{6-9�z) (w�{���v~��m�^f[`n�b/g�v�w@x n@w͑�n�~�m�^:_sf[`n�vn�nmr�l�[(u�{�l; ,{ n�r (,{10�z) �n�np[�h:n�o��~���b܀�n�n{|v��~�v�h �kb�valphazero�{�l�v8h�_`�`0�[�n,gfn�n�~�v�kn*n�~xq�{�l, b�n���~t�nn�[�v�^(u:wof, ��~�n�~�yuo(upython�nxeg�[�s0a�e�s\o:n���{:gnnؚt^�~,g�yu�sux�xusq�n�n�]zf�����w�veq��s���ir, _n�s�o�[�n�]zf���b/gyr r/f:_sf[`n�b/gatq���v���pt��s�978-7-111-66128-3���yf[`n hg:_ ... [i{] w� xiv, 350u��,gfn�n�~���yf[`n�v�w@x0�e�l0�b/g�t�^(u, �m�s�yf[�t�] z�v��y���w, s�b�n�]zf��0�{�lt��0�i�s�t�~��i{0,gfn��hq�c���nh�q�v�{�l, 6qtu\:y�n�yuo(w n t�v���yf[`n�_�t�^(u-no(uُ�n�{�l0,gfn;n��1u$n�r�~b, ,{n�r�n g�nh�'`�vxvz�e�l�tt��xvz$n�eb��n�~�n���yf[`n�v�w@x, ,{�n�r�c���n���yf[`n�vn�nmr�l����, v^u\:y�n���yf[`n�vn�nb�r�^(u0/,gfn:n���yf[`n���w�v�e�req��c�o�nzw�[�v�w@x, _n:n�~��0n�[�vxvz�nxt�t_�s�nxt�c�o�n�e�vɖα978-7-111-66136-8 :ghvf[`n�vpef[t���s�e, (�) s.s. ~�lbf,{�v�nn,{ n�n z�^���v n tkny0i,gfn����[a�: ���{:g0�n�]zf��0'ypenci{�vsqnn�v,g�yu0xvzu, �['ypencr�gn�^(uatq���v>yo���, �n�s'ypencr�gn�^(ul�n�v�] z�b/g�nxt978-7-302-57611-2keras�[b�w�ntensorflow 2.2�v�m�^f[`n�[���,gfnqqr:n9�z, ;n���q�[s�b�m�^f[`nfh�gkeras�v̀of0-d�^f[`n�s�x0�m�^f[`n�vt���w@x0ws�yb\nmnist�[b0yb\a�w:gnmnist�[b0tensorflow datasets�ttensorboard0resnet�svqdq_resnext, gt/f$n*ny��v�[bhh�o--͋l]eq n�`ar{|0;,gfn�e�tkeras�m�^f[`nrf[�0�m�^f[`n�{�l�b/g�nxt���, _n�t\o:nؚi{b�!hn�w��:g�g�n�]zf���vsqnn�v^u�s�978-7-302-57827-7:ghvf[`n�[bo(ur0tidyverse�tmlr (�) k����i. ̑�ew� xii, 382u� ,gfnqq20�z, r:n5�r0,{`!�r�e(w.^�r`o�c�cv^f[`n,gfnvqyo�r\��(u0r�vn�n�(u�v:ghvf[`n�i�_�tr���b��0,{1�z�v;n���v�v/f.^�r`o�cgs:ghvf[`n�eb��v͋glϑ0,{2�z\ye`oo(u'yϑ�vtidyverse�qpe, ُ�n�qpe g�r�n`o�cؚ�(u�vr��penc�yf[�b��0,gfn�v,{a!�r\�n�~n�|r(u�nr{| (��km�yce{| r) �v�{�l0�n,{3�z_�y, �kn�z��\��hq���yr�[�{�l�v�]\o�st, 6qtr>n勗{�l�v ghe:y�o0,gfn�v,{b!0,{c!�t,{d!�r\r r����vr_ (��kmޏ�~�sϑ)0m��~ (\�oo`�s):n�f\�v�sϑ)�tz�{| (ƌ rpenc-n�v{|br�~)�{�l0���{:g�yf[�[0pef[nn�n�x�t���{:gatq���v���978-7-302-58028-7 �m�^f[`n�vpef[�stn�[�s�,gfnqq12�z0,{1�z�n�~�n{|ɖɉ�t�m�^f[`n�vt��|0,{2�z�n�~�m�^f[`n-ng:n͑���v�h�^ nm��{�l0,{3�z�n�~ws�y�qpe0,{4�z�n�~���{_c1y�qpe@bo(u�v�n�s�q0�qv{h�t�oo`�q0,{5�z�n�~�~'`�vr_�t;����vr_0,{607�z�n�~�e���^r!j�w�tub�[�bq�~0,{8�z�n�~tensorflowfh�g0,{9�z�n�~�cp��{�l0,{10�z�n�~�m�^f[`n-n�vh�qs0ckrs�tr�ys0,{11�z/fhh�o�n8�ƌ r0,{12�z/f͋l]eqtϑhh�o, �n�~�6q��yt�eb��v�^(u03,gfn�t�m�^f[`nrf[�0�m�^f[`n�{�l_�s�nxt���, _n�tؚi{b�!h�t�w��:g�g�n�]zf���vsqnn�v^u�s�978-7-5124-3474-5< :ghvf[`n�et,guxzs�w{qso�|978-7-5170-8506-5�w�npython�tscikit-learn�v:ghvf[`n�^(u (�) wmyr�(��bk�w�m,gfnhqb��n�~�n:ghvf[`n�v�w,g�{�l0hqfnqq6�z, �_�^nۏ0w��㉆nscikit-learno��ns0�e�vcwf[`n0�vcwf[`n�t�n�]^y�~q�~0,{1�z��㉆n�yuoo(uscikit-learn�v��l; ,{2�z�t,{3�zr r�n�~�n�e�vcwf[`n�t�vcwf[`n, fnx�ʑ�nُ$n�y!j�wkn���v�]_, �n�s:n�k*npencɩ ��b�s_�{�l�v͑��'`0,{4�z:n,gfn�v͑�p, �n�~�n�vcwf[`n�{�l-n�v3*n8^(u�{�l, 4g }��s�e�{�l0�qv{h�{�l�t/ectϑ:g�{�l; ,{5�z�n�~�no(uscikit-learno��ns_�s�v^y�~q�~�~�g; ,{6�z��㉆n�yuo�^�z��]�v z�^, �yuoǒ(utnn;����v�~�gr�g, v^�ǐ���speeg9e�u�{�l�v'`��0�ǐ,gfn�vf[`n, ���\ g�b���t�o�_�s�q:ghvf[`n�{�l, v^\:ghvf[`n�{�l�^(u�n�s�[u;m-n04,gfn;n��b�t:ghvf[`n���w�v�ekb�t ^gf[`n�yuoo(uscikit-learno��ns_�s:ghvf[`n�{�l�v_�s�nxt978-7-5170-8537-9hh�oɖ���|�� y[�s�g, yo,g�vw�,gfn/f�w�npytorch�v�m�^f[`neq蕌t�[b, �~t�[e��v�m�^f[`nhh�o, 1uemeq�m0w�n�~pytorch(w���{:gɖɉ�t�6q��yt�v�vsq�^(u0,gfn(w�q�[ n�_�^nۏ, hq�n�~�npytorch�vn�|ro(u�e_, 6qt�~t�v�pr{|0�sjv�t�e,gr{|, �n�~�yuo)r(upytorch�[�m�^!j�wۏl��sɖs0�^�zws�y^y�~q�~0�_�s^y�~q�~0�xq�~i{09hncw�[�v�v�ppenc, �n�~�yuo�[�v�pθes^�s�v�ceqno(u, gt(w�~t�[��hh�o㉐g-n�[b�n�[@bf[�wƌ�vtet0.,gfn�s\o:n�n�]zf��0���{:g0ꁨrsi{nn�vsq�� z�vyepg, _n�s\o:n�n�]zf��_�s�nxt�v�s�(ufn978-7-121-38142-3�m�^f[`n8h�_�{�l�q��w�x, 331u��,gfn/fn,g�n�~�m�^f[`n8h�_�{�l�vfnm|0fn-n�n{�~g, �v}v�v��, u�r, ��~0w�n�~�nn�m�^f[`n!j�w�vsq�v�w@x�wƌ, �meqvr�g�n�m�^f[`n8h�_�{�l�v�stn,g(�0 t�e, fn-nm� g'yϑhh�on�nx, .^�r���r�[soo�m�^f[`n�v8h�_`�`�t�|�ykny0dky, fn-n؏�n�~�n�m�^f[`n(w���{:gɖɉ, �6q��yt�t�cp��|�~���w�v�^(u, �n�stb\b��c:yvq`�`, .^�r���(wُ�n���w-n/y�[�b/g�w@x0:,gfn�t�[�m�^f[`natq���v������, _n�t g�_�n�n�n���{:gɖɉxvzi{���w�v^'yf[u���, �s\o:n�m�^f[`n�veq�yepg978-7-121-38143-0 ��ƌ rt�n�[�� �o h ... [i{] w� xxvi, 527u��n�]zf���qhr�] zhqfn��hq�i���n�~�n o�~��ƌ rt���t�~xq�v�m�^^y�~q�~8h�_�{�l0�c@whqb� ��meq0w�n�~�n�m�^f[`n(w��ƌ r-n�v�^(u, s�b �m�^^y�~q�~-��l�\�s y�mt!j�w �v���~�tos, yr�_h�:yf[`n0!j�w��t0���^, �n�s�n�_�s^y�~q�~:n�nh��v�r^hqۏ�m�^f[`n�b/g0�t gn�[:ghvf[`nb��ƌ r�w@x�vf[u0xvz�b�nn����978-7-121-38284-0zf��:ghv�nf��^�\ ... [i{] w�i,gfn��hq�{���n�~:ghv�n�t:ghv�nf[�v�i�q, �n�s:ghv�nf[�vpef[�w@x, 6qtr r��~����zf��:ghv�nso�|�~�g0zf��:ghv�n-n�v oahv0�s�xa�wn�^!j0_ĉr0:ghv�n�c6r0y:ghv�nos t, �n�szf��:ghv�n�vhrii{�q�[0,gfn�t�n�n�n�]zf���tzf��:ghv�nxvz�v�nxt���978-7-121-38398-4�n8�ƌ rnd"} _͑uw���n8�ƌ r/fs_�n�v�p蕔^(u���w�tx�s�et, (w�[2�0ё��0lqqq g�ri{���wwq gasr^�l�v�^(u0,gfnhqb�0�|�~0w�n�~ 7r8� ̀t�v�b/g, s�b�n8��hkm0�n8�ƌ r0�n8�sq.��p�[mo0�n8��h"}�vsq�v�{�l�t�[�s�b/g0�sy, ,gfn؏�v�b�nmr�l�v0�w�n�m�^f[`n�v�n8�ƌ r�b/g (2014-2020t^)0,gfn��㉄v�{�lwq gmr�l'`�t�[(u'`0�ǐ,gfnf[`n, f[`n�nxt��y(w3-5*ng�q�|�~0w�n�0�c�c�n8��hkm0�n8�ƌ r0�n8�sq.��p�[mo0�n8��h"}�v�{�l�stn�[b�b/g0�tؚ!hye^0xvzu0�] z^�t�n8�ƌ r1r}y�o(u978-7-121-38779-1 �n�t�~t�vai�[b �n�]zf���n�t�tfun=�0wf�l�w� xvii, 216u��,gfnqqr:n n�{0,{n�{/f�w@x�{, ��㉀b/gfun�v�w,gĉ�_0ai�b/g�v�[(��t��lu0ai�vfunyocbn㉳q�ehh(�) 'yks��]i`��l, 9n<\\��]i`��lw��,gfn\o��n�n�]zf���s��&^eg�v>yo0�~nm0�n�s1\ni{>yo�ۏl��n�m;r�v`�n����, �q�[0n�[, �s��'`��:_, �t�n�n`�0zf��:ghv�n��&t�s�n�n{|n�v(w�y�blux[(w�_'y�n��0fo�e���yuo, �n�]zf���b/g,g�� n�e�su@w�si�, ;`sog@w�[hq0f(u0zf���v�et�su\, (w�g�n���w�]�~>f�s�n�]'y�v�~nm0>yo\o��0�n�]zf���[�n{|�e g>yo�y�^�t�~nm�su\�vq_�t��eg���m܏0,gfn�t�[�n�]zf��atq���v'yo���978-7-121-39389-1zf���] zhgf[q\w�49, 329u��hqfnqq10�zr r�n�g�^^�uirzf��so0a�w0�c��0ޏ�c0���_�tt�0f[`nn�n�n0zf��soџ�{!j_nyt�r��0d��n�t�n�r�r���|�~0ux[0`�~0�c6rn;nso'`0zf��sou}thtgi{҉�^�meq�����nzf��so�v�e�eb�b�, ,gfn����n*n�g:n�^'y0 ybg, n�l ghq�o0�l gb_bqqƌ�vzf��sob:ghvzf���|�~�v�[�s:gt0ǐ z0���p, �l g��0_nzp n0rb�b��o0r, x[(w\o� gab�ea�_eu�v�s��0,gfn�l g(w�] z�~��b\b�����, �s/f(wteso�[�s�v;n���s���v�s�[�s'`ۏl��nfh�g'`����0�[�n�]zf���tzf��u}tsoatq���v���978-7-121-39593-2�n�]zf���] zs �^(u=�0wn-n�s�g�^��j_, �s�qw� xvi, 183u���n�]zf���m;rq_�t@w�n{|�su\, ,gfn\&^������n�] zs�v҉�^�n㉺n�]zf��0,gfn,{1�z�t,{2�z�{us�n�~�n�n�]zf���v�w,g�i�_�svq8^���{�l0,{3�z�t,{4�z�n�] zs�v҉�^�c���n�n�]zf��nzf��6r �0�n�]zf��nzf������0,{5-9�z͑�p�n�~�n�n�]zf��-n�s�v�i�_, �n�s(won-n�g�^�n�]zf��-n�s�vam z0>,gfn�t�n�]zf���vsq���w (yr r/f�n�]zf���n�tx�s���w) �v�] z�b/g�nxt���, �[�n�n�]zf���yx���w�v����n gn�[�v�s��nyo#��na01,gfn�s\o:nؚi{f[!h�ƌ�� z�v�n�]zf���� zyepg, _n�s�t^�5u{|not^�~,g�yu�[�n�]zf��eq��wƌ�vf[`n978-7-121-39687-8 �n�]zf���vfun�^(u�,gfnnfnr:n n�r, �ǐ'yϑ�c�v���m�^f[`n�vџ\o:g6r�s�[e�hh�o0,{n�r(w�n�~ai�v�s�s�t�su\�v t�e, ����m�^f[`n0,{�n�r(u�n�[�o���r�f�m�^f[`n�vo(u�e_0,{ n�r\��km*gegv^;`�~�m�^f[`n;n�[ n\o�su�v�`�q0�nuo:n�m�^f[`n0reu�`�m�^f[`n&^�~b�n�v*geg, ,gfn�����v͑�p�q�[--�m�^f[`n(wt*n�~nm���w�v�[e��^(u0�m�^f[`n�b/g�ǐ�n�]zf���v_�sۏs, �s�no(u�n�qnu�n0�]n6r �, �^�[���s�t�eu?q�q\�v,{ n�nn g�rn, cn�ۏeq�[�^ g�r�n{|0penc�{t�vsq978-7-5170-8674-1�v�:ghvf[`n�{�l�stnpython���[�sn�k�\w�bsё�qw�w,gfn'}�[�v�~:ghv�nzf��a�wn�c6r�v;n��_u\xvz, ;n���q�[s�b:ghv�n�vyr�p�s�su\���r0:ghv�na�w�|�~0:ghv�nmo�ykmϑ, :ghv�nɖɉ:o g, �n�s�w�ny oahv�v:ghv�n�[�q�c6ri{03,gfn�s\o:n�n�n:ghv�nzf��a�wn�c6r0_�sn�{ti{���w�]\o�v�yx�nxt0�] z�b/g�nxt�t�b/g�{t�nxt�v�s�fn978-7-5660-0583-0�s�vɖɉ�|�~rt%fw�l,gfn�|�~�n�~�n�s�vɉ�|�~�v�w,gt���wƌ, �|�~�m�s�s�vɖɉ�|�~�v�q'y�~b�r, �y�|�~h�[, yr�_�c�s0џ�r�vh�hkm0џ�r�vhߍ*�0�m�^�oo`���si{�q�[0>,gfn�s\o:nؚi{�]�yb�!h���{:g05up[�oo`0��o0ꁨrsi{nn,g�yu�vyepg, _n�s�oxvzu�n�s�n�n gsq�]\o�v�y�b�nxtf[`n�s�(ufn978-7-5680-6131-5hq)yp:ghv�nɖɉ0u�^nw�a,gfn�oxb�v�[�6q�yf[�wё qq��:ghv�n�w@xt��nsq.��b/gxvz ͑'yxvz��r�w��y��v--b�t�[y ybgiqgqnla�ag�n�vqq��:ghv�ny!ja�w�|�~�d�q �b0 ybgy�s�viqgq�s�xnla�ag�n�~:ghv�n�v�;n\on�s;n�r�[hq&^eg�n��y�, m�no�nvq�{�l�v���h'`�s�s�x���^'`0�[bl���v ghe㉳q�ehhn�v/f:ghv�nɖɉ�s�vsqf[�y�v͑��xvz�et0 n t�n�vmrus�~�w�n�v�ppencyt�vxvz�e_, b�n�n'ylirtniqf[b�p�v҉�^�sxvz�t㉳q�, b_b�nxvzyrr��st��so�|, �s�_�nn�|r�sr'`b�g0,gfn\�nُ�nt��b�g:n�w@x, ��~�|�~0w���� ybgiqgqnv`�r�s�x n:ghv�nɖɉ�|�~�v�s�xa�w0�^!j�s�v�p��yt�b/g0ُ�n�b/g\�v�pn�s�x�vsqt�, :nxvz:ghv�n�s�xzf��a�w�c�o�nt���w@x, �[�n�cؚ:ghv�n�v�;n�s�xa�w���rxvzwq g�y�g�v�yf[ain0 :ghv�nf[�vsqxvz�978-7-5680-6586-3robocup\�w�~��t:ghv�n_ĉrsq.��b/g�vt��n�[��hg��, ��qw����{:g�yf[n�b/gmr�lxvznfnp_ĉr/f@b g�y�r:ghv�n�_{�㉳q�v8h�_�, s�b㉳q�l@w�nhn_0r���v�v0w, ǒ(u�nhn��^0�yuo(wc�[�e���q�[b�[�eĉr0�yuo�o��:ghv�n(w nݏ�sꁫ�џ�rf[ĉ�_�`�q nߍ��ĉr0�yuo�hkm�x�dv^�mq�x�d0�n�s�yuote�[�|�~�spei{��yp[�0�~ǐ�qast^�vxvzn�[��, �n�n(w�y�r:ghv�n_ĉr�eb��y/}�n'yϑ�vxvzb�g, fo�nx[(w��y� g�_�meqxvz0robocupss:ghv�nnluog��t&�h[�, /fny��ve��k[��v�n0robocup\�w�~��t:ghv�n/frobocup�v;n��y��vknn, �y��v�[�[�e'`��bl�k��ؚ, /fۏl�_�[�eĉrxvz�vt�`s^�s0,gfn���[�y��v�b/g��blۏl��n_ĉrsq.���vxvz�t�[��0�s�_�v�~�g n�n�s�v�c�^(u�nrobocupt{|�k[�, �n؏�s�^(u0r:ghv�nf[i{oy���w�vsq��vbl�0�vdk, xvz�]\owq g͑��t��ain�t�[e��^(u�nyo g�r0lqqq�[hqi{���wwq g͑'y�^(u�bl0�n�n:ghv�nxvz��y&^�rzf��:ghv�n�e�ln�b/g0�r����nn�|�~�v�su\, �[�nsoџ�r�yf[�t;s�u�^ y_nwq g͑���c�r\o(u0,gfn/fs�nt�]'yf[�n�n:ghv�n�v��nasyot^xvzb�g�v;`�~, �|�~0w�n�~�n�n�n:ghv�n�v�w@xt��n�b/g, ;n��s�b�n�n:ghv�n�i��0�n�n:ghv�nџ�rf[n�r�rf[0�n�n:ghv�nl�p�3z�['`$rnc0�n�n:ghv�nl�p�ek`ĉr0�n�n:ghv�nl�p��c6r0�w�n���rl�p��v�n�n:ghv�n0�w�n�nsoџ�rĉ�_�v�n�n:ghv�nџ�r�����t�n�n:ghv�n,gso����0),gfn�s\o:n�n�n:ghv�nnn tl��meqxvz�v�s�, _n�s�n\o:n^�:ghv�nnn����vf[`nye z978-7-302-57472-9 pnؚev3:ghv�n�s[�cws;nngzs|,gfnqq��40yo*n�z[��b��, �n cb;m�r �vb__�[�z[��wƌ�t�b/gۏl�����^(u0�sy, fn-n؏;`�~�nn�n(w[�:w n8^���v��t㉳q�ehh0,gfn-n�m�s�v�q�[gw:nя�nt^�s[�b6r���vǐ z-n�[e�g�0r�v�, �s\ُ�n�~��r�n�~tmo���, ^g�[�����y g@b.^�r0 tp242.6-62978-7-121-39763-9џ�r�c6r�[��ye z�swm�hj,gfn�nquanser�el�џ�r�|r�[��ňn:n�w@x, hqb��|�~0w�n�~�nџ�r�c6r�|�~�~�g�ehh�sџ�r�c6r����t��n�e�l0hqfnr6�z, ,{1�z�n�~quanser�[�e�nw�c6r�|�~�vo��ns^�s�slx�n�c�s0,{2-6�z���[�n�yxq�w�v�el�џ�r�[��ňn (qube-servo 2 usb�el�p�zfd0srv02�el�:o g�w,guscq0bb01tfg�|�~0�el��g'`:\0�el��g'`sq��) �cye z�q�[, s�b�[���|�~�n�~0�|�~r�gn�^!j0�[���qy0�[���~< `n0�[���~�g0�[���q�[�m�v�[a��^!j03z�['`r�g0��^nmon�c6r0�~xqn�s�n�c6r�{�l����i{0d�u_a�n�~�nsrv02�el�:o g�w,guscq�c�s�r���v�[�s�e�l0fn-n؏�~twqso�[��, ���[�c6rǐ z-nx[(w�v^��~'`0q��t0jv�xi{�[e��] z�_�[f[uu\_r�gxvz0t,gfn�s\o:nꁨrs0�n�]zf��0:ghv�ni{nn �c6r�] z�w@x  �s�n�c6rt���w@x  џ�r�c6r�|�~ i{�� z�st{|r�e�[��;m�r�v�[��c�[fn, _n�s\o:nџ�r�c6r�b/gxvz�nxt�v�s�fntp24-33978-7-302-53116-6�f[u_ �yx�lf[�eeu�v^u�[݋ngsf�iw��,gfn\o�yt^(w�v�qy�n�nꁨrs�vsq�v�yx�]\o, я20t^�pe!k�v�v��f[, �n�bjt�t�^��vb__, �nꁫ��vsq�vnn�q�s�n�~�n�yx�]\o-n�v�p�p�n�n�~��, �meq�c���cgs�yx�lf[�vbeu0b/g�tb�e�r, �~�qn�n ghe�[(u�v�lr0�e�l0v{eu�t�z�0,gfn�n�[݋u_�vb__\vq�r^!k�bjt�t�^��q�[ c n t;n��ۏl�r_�~, �����meqem�q, �e�_zs_, �s����l, _�neq܀0,gfn�t'yf[u0xvzu0zs�xu�t-nr�t^f[��s�o(utp2-53978-7-302-56198-9 �r�rf[�|�~�^!j0�nwn�c6rhgin�rw�nf�ؚi{b�!h:g5u�] z{|ĉryepg{,gfnqq10�z, �q�[�m�s�i��0us�1u�^�|�~�r�rf[!j�w�e z0y�1u�^�|�~�r�rf[!j�w0:ghv�n�|�~�r�rf[!j�w�s�c6r0l�p�_:g�h�|�~�r�rf[!j�w0l�p[�|�~�r�rf[!j�w0�s(�ϑ�|�~n*�)yhv�r�rf[�^!j0�r�rf[�|�~�c6r0�r�rf[�|�~�nw0�r�rf[kmջn�o�syti{�q�[02,gfn�s\o:nؚi{f[!h�]�y{|xvzu0ؚt^�~,g�yu�vyepg, _n�s\o:n�vsqnn�] z�b/g�nxt�txvz�nxt�v�s�fntp27978-7-03-065292-8 ^��~'`�|�~�v���^!j�|�c6r_o�~b, ng8lf, rs��qw�x, 276u�>,gfn�|�~0w�n�~�n^��~'`�|�~�v���^!j�|�c6r�v�w,g�q�[�t�e�l, �r�v�i�b�v�qyg�exvzb�g0;n���q�[s�b^��~'`�|�~�v���^!j�|�c6r�����e�ln3z�['`r�g, ^��~'`�|�~�v���^!j�|h"�c6r�����e�ln3z�['`r�g, ^��~'`�|�~�v���^!j�|�n!j�c6r�����e�ln3z�['`r�g, ^��~'`�|�~�v���^���q�s��!j�|�c6r�����e�ln3z�['`r�g, �w�nؚ�x�v‰kmhv^��~'`�|�~�v���^���q�s��!j�|�c6r�����e�ln3z�['`r�g, y�sϑ^��~'`�|�~�v���^!j�|�c6r�����e�ln3z�['`r�g, y�sϑ^��~'`�|�~�v���^���q�s��!j�|�c6r�����e�ln3z�['`r�g, ^��~'`'y�|�~�v���^rce!j�|�c6r�����e�ln3z�['`r�g, �n�sy�sϑ^��~'`�|�~�v���^!j�|��ƌ0!j�|�c6r�����e�ln3z�['`r�g08,gfn�s\o:nؚi{f[!h�c6rt��n�c6r�] z�vsqnn�vxvzu�tؚt^�~,g�yu�v���[yepg, _n�s�o!j�|�c6rt���v�yx�nxt�s�tp271978-7-03-065367-3l�r:o gmon�c6r_[�_܏w��,gfn�|�~0w����l�rmon:o g�|�~�v^��~'`�c6r�e�l, ;n���q�[s�b�|�~8h�_cq�n0�w,gyr'`�t�c6rv{eu�vxvz�s�r, �|�~�^!j, ���^���h�c6rhv����, �w�nlugre!j�w�vl8id�d�re�p�e�l, �{k:s�v(w�~ƌ rne�p�e�l, yl8�v�|nxmon tek�c6rv{eu, $nt�l�rs^�s�vos��c6rv{eui{0 :g�h5up[�] znnxvzu, �n�n�m�s0l�r:o g�|�~�����]\o�v�] z^978-7-03-065808-1 �s���|�~ee��ʋ�en�s`��c6r�s�y�_, �y�lw��,gfns�b�y n�q�[: ,{n, �w�nޏ�~�x�vee��!j�w, ���[�~'`�|�~0�s�~'`s^��~'`�|�~0rbc�|�~0^in�|�~�n�~�r`�s��0�r`���q�s���ty�`���q�s���s`��c6rhv�v�����e�l0ee����ns�bgbl�hvus��nee��0 oahvus��nee���tgbl�hvb oahv�naee��0,{�n, ���[�~'`�|�~, �n�~sq�ngbl�hv�x�v0 oahv�x�v�t�|�~�w5� nnx�[�spe�[�_:s���v�i�_�t�{�l0,{ n, )r(upencr{|�b/g, �w�n�g�ppencr{|, �~�q�~'`�|�~ee��ʋ�e�e�l�t�s`��c6r�����{�l0!b��[�v���;n��/f�oo`�yf[n�|�~�yf[f[�y�vxvzu�s�vsqf[�y�v�yx�nxt978-7-03-065903-3��:gؚ6�^��~'`�|�~�v�c6rnr�g r�n ... [i{] w��,gfn;n������w�n��:g^��~'`�|�~3z�['`t���t��:g^��~'`�e�n�|�~3z�['`t���v��:gؚ6�^��~'`�|�~�c6rnr�g�v�w,g�q�[�t�e�l, �n�~�v�qy�vsq���w�vg�exvzb�g0,gfn;n���q�[�y n: ��:gؚ6�^��~'`�|�~�v�r`�s���c6r; ��:gؚ6�^��~'`�|�~�v���q�s���c6r; wq g��:g��r`�v��:gؚ6�^��~'`�|�~�c6r; ��:gؚ6�^��~'`�e�n�|�~�c6r; 'yĉ!j��:gؚ6�^��~'`�e�n�|�~�c6r; ��:g^��~'`�|�~�v�v6��wcpe3z�[0:,gfn�s\o:n��:g^��~'`�|�~�c6rt��xvz��v�s�(ufn, _n��y:n�c6r�s�vsqnn�v�yx�nxt�tf[uxvz����0_�ɖα�c�o�s�978-7-03-067765-5^��~'`%nyo0�y�b0�q�nt��n�e�l, :n�v�[zf�����w�su\beu�c�o�w@xt��/e�d0=,gfn�s\o:n�yxb�@b�y�b�nxt0zs�xxvzu�tux�xxvzu0ؚt^�~,g�yu, �n�s�n�]zf��0'ypenc0�nt�q0�y�r�n���{1r}y�i{�v��ir978-7-5139-3059-8 s_�n�]zf��� n t!h (�e) �e�n�~p[w�;(w*geg100r20t^, �n�]zf��\%n͑�q�qb�n�vl�:w, ��ǐjspe�v�\mo�t�nn�b�4n�mpl0�s�s nvq�n�v�b/gۏek_w��vl�n�m�n, n�n�]zf���vq_�t�v�kgw n�s�v�cv^��0�n�]zf���_:_'y, fov^ n/f�l g1_�p, �[�v9h,g1_�p1\/f: 8l܏�e�l�ǐ�vmr�vpef[b��~��f[�e�l���_�fؚ�v������r, ss�[�e�l�qnxt㉺n{|�v��, �v �_n�e�l�n�n��y�]\o0�n�]zf���v1_�p1\/fb�n�^勪r�r�v�et06q �, �sl��vye���e�l�s���w{q�q�~\���n�]zf��@b�f�n�v�nmb0,gfn\o�;nc�n�e,gw� t�v :ghv�n�n'y �n�]zf��xvzy��v, �nnb�[�vt���t�[��penc�~pe�n�]zf���v�su\�s�r, u\g�n�]zf���e�n�v*geg�vof, �c�o�n��^�n�]zf���e�n�vf[`n�e�l, .^�r`ohq�nnekzp���^�[�qy0978-7-5139-3117-5�n�]zf��fuuhow artificial intelligence works and how we can harness its power for a better world(�) <\kq��l\�h, y��y�e��e�yyrw�19, 295u�f�]n�e�n`�iq, �oo`�e�n`�eq, �n�]zf���e�n`�aiq! netflix�y8�q_�nn�vr�efun!j_ *n'`s�cp� , �n� �nb am�npef[�[:n�bqe�epeޘl�xt ��sf�v ux[�cp��|�~ ;  �[�[ gy'y? ُnam opecst^�v'y�t�, n :ghvf[`n 'y gsqt�; �[�e�v�c�|�~ދu�[r�g%n͑�vn!k pef[�� , �c��b�n(wwmϑpenc-n �o� gy͑��0(w�n�]zf���e�n, ��`~�m�hqnlu�v:ghv:n`ozp�n, (wt'y���w�1urbc, /un�v�܀�e z_1\/f: aiq=ai�iq0t�ai�v�^b\�st, �slb�n{|yr g�vzfga, �o/f�n�]zf���e�n�v�sq�y��0�n�]zf���s�n�y��--pef[��0ُ�y�� ww�eg^y�y, vq�stts^�8^�{us, ,gfn\o��o��: ss�o/fpef[}v�u, _n��{�~g���a0�n�]zf���vsqon�nn�0�yf[�s1r}y�0'yo���978-7-5189-5993-8�n�]zf��2030u��_�, �s�u�e, �:_w��,gfnhqb��n�~�n�en�n�n�]zf���v�su\�s�r, �n�r�_�n�]zf��n�~nm0>yo0�v2��m�^��t:n;n�~, u\:y�n�n�]zf��n�su\zf���~nm0�^��zf��>yo0�~�b�v�[�[hq0�gq{�wƌ�0�b/g�0�nn��n�r��t�t�nmb06r�^0�es�v�n/e�d�vu`�|�~0mr�w�^�[θi�cb0�c�r�n�n{|�sc�~�su\:n-n�_�vzf��si{�eb��v�[rsq�|0978-7-5217-2121-8 aio�s�nb�nt? (�) ꖉ���w��,gfn�n�~�n�n�]zf���b/g�v�su\�s�s0g�e�v�z4x�t(w�n)yb�4n�v����, v^r�g�n�n�]zf���[b�n�v>yo�t�e8^u;m �b�n`7h�vq_�t0\o��~t�n��y�n�]zf���^(u�v�[�o, ht�s�n(w n܏�v\eg�n{|n�n�]zf��qqy�vw�[�vof, v^r�g�nُy��b/g�[�n{|>yo�t�n'`&^eg�vt�yq_�t0,gfn�q�[ns_ n�y�b�su\o`o`�vsq, �op['yy�k���e, �s gn�[�v�~��, �s�n������[�n�]zf�� gn�[�v�n�0978-7-5217-2735-7 `o ww�eg}y�p--b1r`oai�v�]\o�st�n�s�[:nُ*nnlu&^eg�vzgy�s*` (�) >��q\��l�qw�xi, 270u�;,gfn/f�q�~nf��n�n�ai�v��st�ynf, ُ,gfn&^��nf��np�я�n�]zf����*ngy�y�s*`�s n�s`���vnlu, /fn:w}^؞�s1r�v�[ȉ0,gfn�v;n���q�[/f:ghvf[`n�s�nzp�nhn0 n��zp�nhn, �n�s�[:n�nhn�]�~q_�t�nb�nu;m�v�e�eb�b�0 �\o� ��b�nn�ygwq8t_�r�vf[`n�e�leg:nb�n�����n�]zf��0ُ/fn�y`o�~�[��6e��0ra�` n0r�vpn���v�q�l0ُ�n g���s}y�s�v݋��&{ts_ n����[�n�n�]zf���v}ygyn�c"}0ُ n/f�g�q�vf[/g�q\o, �/f�meqem�q0eq�n*n�nθn�n'yϑ�op[, ��/f g���v�n�]zf���v�vsq�[��, ؏�ceq�n��ynkn�ne�b_bo�}y�n�r�vas� o;u0ُ�ys^fя�n�v�q\oθyof[i{f[�y���w�vmr�l�wƌ, hq�emoy�~�^�t{�n�]zf���v �� n n�� 0ߍ��\o�nekek�on�[�n�]zf���v8y'y�tp`�`t, b�no�s�s: =\�{ޘ��su\�v�n�]zf���]�ep�<�я�n{|zfga, fo:ghv�t�n{|kn��, �n6qx[(w���n>����v?��l0�_,gfn, 7r�e�[�n�]zf���v���w, ώ�c�n:gqqx[�v*geg&^eg�v�]'y9e�s�tcb0978-7-5439-7998-7�ed��w���n�]zf����tjmnoq_�t�n�e�n{|�ef>yo�v�k*n�v�[00w:s, q_�t�n�e�n{|�ef>yo�v�k*non0�~�~�t�k*n�n, �l gn*n�v�[0n*n0w:s0n*non0n*n�~�~�s�n�oy, _n�l gn*n�s�n�r�uvq��0�n�]zf����tjmno�cۏ@w�n{|�ef>yoۏeqn*n-]�e�v�n�]zf���e�n0,gfn�ǐ�n�]zf���v�su\�t>yo�ss, �����s(w�n�]zf����0r�vb1\�t*geg�v�su\���r0978-7-5596-4652-1:ghv�e�b/f�yuof[o\pbk�b�_v^1r nai�vs_`o��n�nt, {q;m`o�v�_�s��/f�n�]zf��0_n��`ooɉ�_ُ/f�u�n�h--fock�y6r���e�l�`a��n)y�vb�n/f��8h5u�z0js�[so��gr�t�w�v�b/g{q;m�vn7h, �_�_, �[1\o�sb�qnf� nǐ�v�s�[0w�[�v*geg, ;`/feg�_s n�s2�0s_`o�n:ghv�n\�tkb-n�cǐyvs0t@w:ghv��sꁨr�p�v܃0 w@w�noxt0r:wof��/faiub0ޏw[u^��/fai�ы�vgr--`on�k noɉ�_ g�nhnyr r, 1\�p�n)y�v`o�]�~�[�_�o��ƌ r�t/e�n�[7r8�/e�n`n�n:n8^n7h0@b gُnr, ��eg�n�n�n�]zf���v�e�z4x0 g�n^y�~q�~�t�m�^f[`n, :ghv�~�nwqy gg�t�n{|n��ؚ n�v �e� 0978-7-5682-8647-3�v�n�]zf��zfaidq_w��,gfn�n�~xq�v�n�]zf���wƌ�p:nteso'y�~, �n�v:ys�v�e_eg����~xq�i�_n�st, �n�orf[����_�t㉌t�n㉺n�]zf��0hqfnǒ(u�wƌ\~v�y0\ee�n0\8nbi{y�yb__, �n�~�nr{|�{�l0�vr_�{�l0z�{|�{�l0^y�~q�~0ws�y^y�~q�~0�_�s^y�~q�~i{�n�]zf���v�w,g�{�ln!j�w, 'ypenc0�x:_f[`ni{mr�l�b/g, ؏�n�~�n�n�]zf��(wz�/g0;s�u0�[݋:ghv�ni{�eb��v�^(u0�t^'y�[�n�]zf�� gtq���v���o(u978-7-5710-0910-6�n:g'yb (�) ^��i`�kq̑�e@lw�z,gfn(u�[ g׋a�v{�l�n�~�n�n�]zf���v�su\�s z, �n�vupkmջeqkb, �ny*n�eb�����n�n�]zf���v,g(�, _�q�n :ghv/f&t��y�f�n�n ُ*n�n�]zf���v9h,g�, �[�n�n�]zf��/f&towq g �n'` _nۏl��n���, ُ�[�n�n�]zf��n�n{|qqx[�vnluwq g͑��ain0978-7-5478-4956-9zft�nlu ail�nmr�w`�`_�� nlu�n�]zf��'yo�~�yo :n�n���fy�v�nr�n2019nlu�n�]zf��'yo�v`�`�tf[/gb�g, 'yo�~�yo\'yo͑�� v�[�vo��0�s�i{gl:n�n zft�nlu :n���v�|r�vfn�qhr0,gfn\o:n,{2�q, �n'yot:w;n����[w0l�n��[w�tyrr�;m�r�v v�[o���|ns:n;n, qqglɩ28:w��[w;m�r0134mo v�[�v�|i_‰�p, �v�~ �nn�~nm�e�r��  t���b/g�e���r  l�nu`�et�_ n'y;n��, r�gs_mr�n�]zf���[tl�tn�vk���n9e�s, x$r�n�]zf���yf[�vt��mr�l�t8h�_�b/g�z4x�et, �^�[�n�]zf���su\�[�n{|>yo&^eg�v\o(wcb, hqb�u\�snlu�n�]zf��g�e�su\`�r, �c��*gegzf��nlu�v�ep��s��0,gfn�s�o�n�]zf���vsqxvz��s�tp18-53978-7-5478-4957-6 z�iqop n�vai�vo�:n�n���fy�v�nr�n2019nlu�n�]zf��'yo�v`�`�tf[/gb�g, 'yo�~�yo\'yo͑�� v�[�vo��0�s�, �n�s�zso�bs�i{gl:n�n zft�nlu :n���v�|r�vfn�qhr0,gfn\o:n,{3�q, �n�zsoɖ҉, �n �^�f  _u^  ‰�p  ��[w�t;m�r  �s^nu\:y  �u^ mq'y;n���q�s, �noy�bs�-n ��s g�nh�'`�v88�{�e�z, y�~�^u\:y'yoy{y>n�rhqǐ z, ht�s'yo�v�|i_�w���t0n�[�q�[, �c:ynlu�n�]zf��g�e�su\`�r, �c��*gegzf��nlu�v�ep��s��0978-7-5478-5122-7ai�c�~qq t�[�v�2020nlu�n�]zf��'yo�n�z�\o�n zft�nlu qq t�[�v :n;n��, �n2020t^7g9-11�e(w nwmb�r>n�r0(w�u�`2��c�vyr�k̀of n, 'yoeqr�s%c nwm�n�]zf���b/gr�e�t�^(uo�r, �~ n�~ n��t,  �n�z �ro0 pew[ �ru\0eg�nlut0w�v�n�]zf��v��~�yf[�[0on�[0�bd��[0_�s��n�ssq�_�n�]zf���su\�vtlu�n�x, �v�~�n�]zf���b/g�su\�e�et0�nn�^(u�e�r��0�r�rhqt�u�`2��c0sb �)n�f�[�vi{;n��, �c�q�n��y�_ g�nyo�v^�lsq�l0'yo�[�s ~v�s t�d0csq t�s0�n�n t‰ �vh, o�d��v0d"}�p�^0�xyq_�tgwr�st^�eؚ, b:nt��~hqt�n�]zf���su\�vnns0�ve�sؚ�zs^�s0,gfn�n2020nlu�n�]zf��'yo_u^_0hqsoo���ty݋;m�r�v v�[o���q�[:n;n, �v�~ �[�v�ai (1r)  �et  ���r  �b�u  :gg�  ޏ�c���t i{;n��, hqb�u\�snlu�n�]zf��t���b/g0�nn�^(u�vg�eb�g�s�su\`�r, o�ait�u0sb ��n{|qq t�[�v�v�n�fnsw� xii, 214u����@wirt�q�v�_��su\, o��nnlx�n�n��t, lx�n�n�t�~tُ*n҉r���eg���s0r'y�[�v͑ɖ0,gfn;n���[nlx�n�n�t�~t�vsq�v�wƌۏl��n�|�~�ht, :n'y�[�n�~�n�nhn/flx�n�tlx�n�n�t�~t, �n�szf��lx�n�n�t�~tُ*n�etq�\mo�vyr�p�t�su\0 t�e,gfn:n����n�~�nirt�q�n�t (_n�yzf��lx�n�n�t) (w^:wr�g0�blr�g0 t{|�n�tr�g0�n�t����0lx�n�ehh����0t\oo4o�v ��b�eb��vyr�p�t�e�l, �n�s�n�t�~t����q�v�ech0(wdkǐ z-n؏z�c�nhh�or�g, .^�r���t�vq�q�[0*�[�nlx�n�n�t�~t gtq���v�n�t�~t0�nt�q�nn�nxt; ^geql�namon�veql��0'yf[utp18-62978-7-302-56327-3modelarts�n�]zf���^(u_�scws 0ugy, }v\��w� ns:nzf�����{�b/gnfn-,gfn;n���v�~�n�]zf��s^�smodelarts�t�n�]zf���^(u_�sam z, �n�~�w,g�i�_0sq.�!jww�n�sxq�w�v:wofs�^(u_�shh�o0hqfnqqr:n n�{: ,{n�{�n�]zf���^(u_�s�i�� (,{1�z�t,{2�z), �n�~�n�n�]zf���b/g0�^(u0s^�s, �n�s�n�]zf���^(u�_�_�sam z; ,{�n�{�n�]zf���^(u_�s�e�l (,{3�z-,{9�z), �n�~�n�n�]zf���^(u_�shqam z�svqp[am z, s�bpenc�qy0�{�l ��b�t_�s0!j�w���~0!j�wċ0o�t�o0�^(uub0�^(uċ0o�t�s^0�^(u�~�b; ,{ n�{�n�]zf���^(u_�s:wofs�[�� (,{10�z-,{12�z), �n�~�non�~�n�]zf��s^�s0b�t ybgl�n�vꁨrs�n�]zf���|�~0�w�n�z��-�nos t�v�n�]zf��s^�s�s�^(u_�s0,gfn�t g�_�n�n�n�n�]zf���^(u_�s�v_�s��s�978-7-302-56463-8tensorflow 2f[`ncws(�) xb<\� �\�_w o�_w� tensorflow/fpython-ngaml��v:ghvf[`nfh�gknn0 g�nُ,gfn, `o\�cؚ`o�vn�ng�e�v _ϑamyr'`�v�wƌ, \��ygbl� g�vcw�t�e�vcw�v:ghvf[`n, v^�w��^y�~q�~0(w�i���ntensorflow 2.0 alpha-n�v�e�r��knt, ,gfn\�~�~o(utensorflow�^��n:ghvf[`n�s�x0�`\o(u�~'`�vr_0;����vr_�tz�{|i{�b/ggbl�8^���v�s�v�c:ghvf[`n�n�r0�`\�q�`ꁨrxhv�^(u z�^�v�e�vcwf[`n0ُ,gfn؏\t�`u\:y�yuoo(ut�y n t���w�v�{us�op[eg���~ ghe�v^y�~q�~00rfn�vgt, `o\�c�0rt�yt7h�v:ghvf[`n�t^y�~q�~ _ϑam�b/g06,gfn�s\o:n^'y�[tensorflowatq���v����v�s�fn, _n�s\o:nؚi{b�!h���{:g0�n�]zf��i{�vsqnn�vyepg978-7-115-55851-0�v㉺n�]zf�� (�e) y0uzf�sw�x, 333u��яt^, �n�]zf���pno-^ws �eg0,gfn�n�v㉄v�e_qw�n�n�]zf��_�s�_y�v�w@x�wƌ, �q�[�m�s:ghvf[`n0�m�^f[`n0:_sf[`n0�v�p�t��v!j_ƌ r0�6q��yt0r^_���{i{�p蕀b/g0hqfn�n�vm��e, �meqem�q, /fn,g|q~�t���t�b/g�v�n�]zf��eq�yepg0�e(w.^�r����^�z�[�n�]zf���b/g�vtesopsa�, :n�nt�meq�c"}勆��wsb n�w@x0�sy, fn-n�� gnh�t \4��x , �n�~�n�vsq/g틄v̀of�wƌ, �s.^�r���ibeq�wƌb�, ۏnekt��vsq�b/g0,gfn�t�n�n�n�]zf���n�t�t g�r_�s�v�] z^tp18-64978-7-5008-7509-3 (�e) 7�0u�ssw�:nai&^eg�v>yonfun�si�zp}y�qy! (wai�e�n܀�q@b�_{�wqy�v�wƌ�nai�v�w@x�b/g0rfun�^(u���w,gfn�v�b�n�[aiatq���v�n�^勆n㉄v@b g͑�p*gegit�v�, nft㉄v�st0�^(un�v�n6qai��zp�nhn0 n��zp�nhn? �`7hzpmb��(w��]�v�nn�t�]\o-n;m(uai? (wai�e�n��]�v�]\o\�su`7h�v�ss? �n�]zf���b/g�b g�`en�vxvz�s�s, џ(u@wؚ���^�vpef[�wƌ0fo/f,gfn\=\�s�� no(ulq_, ��n�{ �f�a�v�vb_�[‰�p�s�i�_�n�n�f, �n�nhn/f�n�]zf��0�n�]zf��fun�vދu0�^(u�n�]zf���v�e�n0�n�]zf���e�n�v�nmb�t>yo�s��-n�vonُ�n*n�eb�hqb��n�~�nai(w*geg>yo-n�vfun�^(u0978-7-5008-7510-9&�e,glot�nn�b/gxvzo, *h_o>ydelivery consultingw�~ 0irt�q 0nfnqqr:n8�r, �qnn�s�n�te,gfn��ɩ-n�����nirt�q�yuo�^(u�nte*n�~nm>yo0�e8^u;m0�qn�r\o, �nmr�n*g g�n���`ǐ�vё���~nm���w_n�s�n girt�q�v�neq0,gfn n�e(wxvzirt�q�svq�b/g, �@wyo�~nm�su\�t�v�[�[hq�[ꁨrs�|�~�v*geg�bl�t�etq�^(u���w�[ꁨrsf[�y�v�blncb, :n�nob�vꁨrsf[�y(w�v�[>yo�~nm�su\�t�v�[�[hq-nw�0r n�s�s�n�v\o(uv^p�(wnlumrr, �[ꁨrsf[�y�v�su\�c�q�n�^��0tp2978-7-03-068223-9 5u�xhv�n�~�g����n'`����c �k�y, ���^%f, �sr�oew��,gfn;`�~�n\o��s�����~bxt(w5u�x��pg�e�shv�n�eb��v�vsq�]\o, ͑�p�n�~�e�w)y�~0�n�lhv08t�lhv0 oahvi{5u�xhv�n�v����t�_�t�~�gos�sr, ��~����n�]�~�g(w5u�xhv�n�v'`����c�eb��v�]\o:gt�t�nwr�g�e�l, �ng:n�e�w5u�xhv�n�v�����svq�[�s�c�ot��n�b/g/ec0q,gfn�s�o�n�n5u�x:wn5u�x�l�b/g05u�x��pg�e0�e�w5u�xhv�ni{�vsq���w�v�yx�]\o��s����, _n�s\o:n5up[�yf[n�b/g0pg�e�yf[n�] zi{nn�v,g�yu0xvzu�vf[`n�s�fntp211978-7-03-065393-2 �x�8o) oahvt��n�^(u -��v~g, �n�zoew��,gfn�n�w�n�x�8o)he�^�v oahvt��n�^(u:nxvz�[a�, ���[ o�~ oahv(w㉳q�e�~�e�n�o�s o���eb��v�, �[�w�n�x�8o)he�^�v�e�~�e�n�r oahv�vt��0x6rǐ z�n�svq(w;sf[0�]n���w�v�^(ui{�eb�ۏl���~���nr�g0,gfn;n���q�[s�b�x�8o)pg�e�s�^(u0��'`���hkm oahv0�e�~�e�n��g�^�r�hkm oahv0uir�n�]��m�㉶r`�hkm0�n�~�e�~�e�n�r oahv�s�n�]����ϑ�v6e0c,gfn;n��b�t�v�q�n�n oahv�b/g0�n�]zf��0uir;sf[�v�] z�b/g�nxt0ؚ!hye^�s^'y�vxvzu, _n�s\o:n�x�8o) oahvnn�n�x�v�b/g�s�fntp212978-7-03-065508-0spr oa�b/g0�nhv����n�^(uxvz978-7-03-066746-5 oahv�st�yi`�m ... [i{] w��,gfn�n oahv�st:n;n�~, (w�n�~ oahv�vy�`�t�r`n,�yr'`�v�vsq�i�_�s���{�e�l�w@x n, ����~xqn�s�ny�y oahv�v�]\o�st0yr�p0�t5u�0��]r�g0�����e�l�txq�w�^(u0hqfnqq16�z, vq�q�[�es t�w�n:wt���v�~�g�w oahv, _ns�b�w�n�p�rf[�st0irthe�^�vir'`�w oahv09hnc oahvɩbs0�_�ws�su\�v���r, e�eq�_:g5u0�e�n\��i{ oahv�b/g, v^�n�~�n�cؚ oahvkmջ�|�^�v�e�l0 oahv�v�e�b/g0k,gfn�s\o:nؚi{b�!hkm�c�b/gn�nhv05up[�oo`�] z0ꁨrs0:g�h5up[�] zi{nn�vyepg, _n�s�ovq�n�vяnnf[u�s�n�n oahv0km�c�b/g�]\o�v�] z�b/g�nxt�s� oahv978-7-03-067068-7ipv6�e�~ oahvq�~_�sn�[�� �ss^, ���[�nw��,gfn�~t͑�^��5u'yf[�]nirt�qnq�~s�c6rye���͑�p�[���[yt^eg(wipv6�e�~ oaq�~�eb��vxvz, �n�[���[�;nx�s�v�w�nipv6�virt�q_�ss^�s\o:n}�so, _�[����nlx�n0ro��n, �nt��0r�[��1uemeq�m0wf[`nipv6�e�~ oaq�~0,gfnhqb��|�~0w�n�~�nipv6�e�~ oahvq�~�v�w,g�i�_n8h�_�b/g, �n�[��_�s:nc_�[�w�ncontiki�d\o�|�~�v6lowpanos��h� n � n0wۏl��n�~􁲋�, gt�~twqso�^(uhh�or�g�nipv6�e�~ oaq�~�v�[e�����n�d\o, \t��n�[e��~t00�s\o:nirt�q�] z�b/g�nxt�v�s�fn, t�e_n�s\o:nirt�q0ꁨrsi{�vsqnnxvzu�s,g�yu�vyef[(ufnl,gfn�n�ynfn�^(u:n�v�v, (uem>ff�a�v��0u�r g���v�op[�n�~�n�vmr�n�]zf���v�vsq�w@x�b/gn�^(u, .^�r�n�nyr r/f g�_(wai���w g@b\o:n�v^'yf[p[�[�n�]zf�� g�f�v‰�t�m;r�v��ƌ, �r�r�enyb�n�]zf���yf[�b/g�nmb�w{q0tp18-49978-7-115-54948-8�g�{aieq�n,gfn���a�n�]zf��`�~n�^(u ğ8lep, 關[ޘw���n�]zf��0r�^/f�nhn? �n�]zf���s�nzp�nhn? �n�]zf��*geg�su\\b�4n�nhn7h�v�? ,gfn\�meqem�q0w:n`o�����n�]zf�����n�n?q, s�b�n�]zf���v�s�s0�n�]zf���v8h�_�i�_nsq.��b/g0�n�]zf��`�~nt{|�^(u, �n�s�n�]zf��*geg�v�su\���r, i{i{0@b g`o�`�n㉄v, fn-n�s����o�m�s, sso�n*g�c�ǐ�n�]zf���v�n, �ǐ���,gfn, _n���[�n�]zf�� gn*nhq�emo�v��ƌ�tt�0,gfn�t@b g�`�n㉺n�]zf���v������978-7-302-57431-6�n:g��t,gfn/f����0�g�^�t�[�s�|i_�vamazon alexabgoogle assistant��^(u z�^�vcws! \.^�r`o�g�^ �b�� 0(w�i����ui�s�]\o�stt, \_�sn*n��q��r�vaw wߍ*�hveg�v�caw w!j_0�k�z���n�~n*n�e;n��, _�[`o�g�^;n�s�t�c,t�b��, o�^(u z�^�ws�`ouo�en�[�n�, \�oo`x[�p(wpenc�^-n, �n �ߍ*��t�v�caw w!j_; v^/t(u&�7b���c, �n�h"}�s�spenc0؏\�n�~�yuo�g�^y(u�o݋am, r�g�yuoꁨr>f:y�s�sasgr0ُ,g�|�tfnm|؏s�bn�n\y��v, �o`o�~`no(u�e�b/g0\r�q'yϑgso�[���t�b�], eg.^�r`o�{s�^(u z�^_�sǐ z0',gfn�twq g-n�~javascript�b���t�w,gnode.js�b���v_�s�nxt���978-7-302-55386-1�n�]zf���i���ƌ��hr�^^�sw�21n�~ؚi{f[!h�ƌye��ĉryepg�,gfn�{f|b��0w����n�n�]zf���v�w,g�st, �r;u�n�n�]zf��t���t�b/gso�|�v�w,gfh�g, �q�[�m�v�n�n�]zf��t*nr/e���w�v�w,g�wƌ�t;n���q�[, v^so�s�n�n�]zf���vg�eۏu\0,gfn�q�[�w@x0�{f0�e��, :n���ۏnekf[`n�tx�s�c�o�neq��wƌ, v^c_< �n�et0,gfn�~�gθn'}4��[(u�v�[te�nx:y�o, ㉳q�n�]zf���t:ghvf[`n�0,gfn����g�e�b/g, r>n:ghvf[`n�t�m�^f[`n�vfunhh�o, �m�vpew[�rt0���{:gɖɉ0�e,gr�g0��t:ghv�n�b/gǐ zꁨrsi{;n��0\͑�p�n�~microsoft cognitive services, r�gy�y n t�s�x (s�btensowflow�tcntk) �v�ehh, o`o�fhqb�0w��ƌ�m�^f[`nu`�|�~0 �n�]zf���vsqxvz�978-7-302-55478-3tensorflow 2.0�m�^f[`n�^(u�[���ssfnsw� xiv, 288u��,gfnqq18�z, �q�[s�b: ���{ɖɉn�m�^f[`n�i��0python�v�[ňno(u0�m�^f[`n�vt���w@x0python{|�^�vo(u0opencv�vo(u0opencvntensorflow�v��t0tensorflow�i�_0tensorflow͑���{�l0keras�vo(u0ws�yb\nmnist�[b0ws�y^y�~q�~lq_�c�[n�^(u0tensorflow datasets�ttensorboard��0resnet�la�r:g6r0�m�^f[`n8^(ub�ջ�0gan0�vws�y^y�~q�~i{�q�[0w,gfn�s\o:nf[`n�n�]^y�~q�~0�m�^f[`n0tensorflow 2.0 z�^�����n�s�v�pyti{�vsq�q�[�v z�^�����nxt�w���t�f[(ufn, _n�s�n\o:nؚi{b�!h�t�w��f[!h�vsqnn�vyepgo(u978-7-302-55603-9 xiv, 398u�21n�~ؚi{f[!h�n�]zf��nnĉryepg,gfn��hq�i���n�n�]zf���v�w,g�i�_0xvz�q�[0xvz�e�l0r/e���w0�^(umrof0�s�s�li�0�s�rn���ri{, �r;u�n�n�]zf��f[�y�v;`so�g�g; 6qt�ieu ��{��0w����nt*nr/e�v�w,g�st0�w,g�b/g0xvz�����t�su\�i�q0hqfnr:n6�{19�z, �q�[hqb�0�|�~0�~xq ��e��0\,gfn�(u�n�n�]zf��nn�t���{:g{|0ꁨrs{|�s5up[�oo`{|tnn�v�n�]zf���w@xbmr�['`�� z, _n�s\o:n^��n�]zf��nn�vxvzuyepgbye�s, ؏�s�ovq�nnn�v^u�t�yx�s�] z�b/g�nxt�f[b�s�978-7-302-55669-5nlu�v nn*n;n�[ (�t) as̑�y�l���� yw�25, 123u����@w�n�]zf���^(u n�e�xy, �n�nck(w����n*n�e�e�n�vދu, n�e�m�s�vhq�el�n, �n�s;so�0uir�] z0:ghv�nf[0fkhv�t*yzz�c"}���w�v�z4x/fvqh�_0\o�neknek, ��~0w�c�~�n�n�]zf���vsq.�̑ z�x, �n�s*gegf[�[m�v���w‰, r>n�n�]zf���vxvzn�^(u���w0,{2�z�t,{3�zxvz o�~�n�]zf���v�wƌh�:y�e�l�td"}�ct�b/g0,{4�z������{zf���v�w,g�wƌ, s t^y�~���{0!j�|���{0ۏs���{0�n�]u}t0�|�os�t������{i{�q�[0,{5�z�,{8�z�����n�]zf���v;n���^(u���w, s�bn�[�|�~0:ghvf[`n0ꁨrĉr�t�6q��t�i{0n,{5hr�v�k, ��y�q�[��/f,{n!k�q�s, �o�y, �n�]zf���v8h�_�b/g0�w�n,gso�v�wƌh�:y0t�y�w�nuirl�:n�v�{�l0�e�wn�[�|�~0��ƌ r�t틙e�^��f[�n�s�m�^f[`ni{0vq�n�z��_n(w,{5hr�v�w@x n\o�n�v�^�v�o9e0�|�{be�eq07,gfn/f,g�yu�txvzuf[`n�n�]zf���v�_y�s�d��e, _n�s�o�n�]zf��_�snxvz�nxtۏl��vsqxvz�v�~tkb�q�t�[(ucws978-7-302-55886-6 �n�]zf��nn��ye z  _:_ns, �s1r�ow��,gfn/f�n�]zf��nn��yepg, �m�s�n�]zf���w@x0:_�n�]zf��n1_�n�]zf��0�n�]zf���^(u���w08^(ud"}�{�l0o��nnpython z��0�wƌ�|�~n�wƌ�^0n�[�|�~�t�ct_�d0:ghvf[`nn�m�^f[`n0�qv{h0�n�]^y�~q�~�t!j�|^y�~q�~0�vcwf[`nn�e�vcwf[`n0�n�]zf���[hq0'ypencn�n�]zf��0�n���{n�n�]zf��0nf����{0�n�]zf��nzfga�w^i{y*n�eb�0-,gfn�e�s\o:nؚi{b�!h�n�]zf���vsqnn�vnn��yepg, _n�s�o�vsq�nn�nxt�f[\o:n�w���syepg978-7-302-55970-2�m�^f[`ntensorflow z�[b���h�[w��,gfn�����m�^f[`n�v�w,g�st, o(utensorflow�[�s�m�s�v�m�^f[`n�{�l0�ǐt��f[`n�t z�d\o, o����n�v^�c�c�m�^f[`n�v�st�ttensorflow z�b��, �bяt��n�[���vݍ�y0hqfnqqr:n10�z, ;n���q�[s�btensorflow�n�~0tensorflow�e�n�d\o0bp^y�~q�~�stn�[�s0tensorflow�w@x z0^y�~q�~���~nos0ws�y^y�~q�~�st0ws�y^y�~q�~:y�o0͋l]eq!j�w0�_�s^y�~q�~�st0�_�s^y�~q�~:y�o0c,gfn�t�m�^f[`n�ttensorflow z�nxt\o:neq蕌t�cؚ�v�b/g�s�fn, _n�t(u\o���{:gnnؚt^�~,g�yu�txvzu�vyepgbyef[�s�fn978-7-302-56047-0�n�]zf���ƌye zs,gfnhqb��n�~�n�]zf���v�w,gt��0�b/g�s�^(u0hqfnqq12�z, ;n���q�[s�b�n�]zf���i��0�wƌh�:yn�wƌ�v1�0!j�|�ct0d"}v{eu0w� o�{�l0�zf���{�l0�n�]^y�~q�~0:ghvf[`nn�m�^f[`n0n�[�|�~0�6q��t�0���{:gɖɉ�tzf��:ghv�n00,gfn�s\o:nؚi{f[!htnn,g�yu�n�]zf���ƌ�� z�vyepg, _n�s�o�[�n�]zf���b/gatq���v^'y������978-7-302-56177-4 on�~ai�b/g�qu^�m�^f[`nfh�g_�s :ghvf[`nhh�o�[b alluxio��[ �s�[�g, �kzfnsw� ,gfns�b�n n�q�[: 1.�[te�vpytorch�n�]zf��_�s�[b�q�[; 2.�n��w�ek�r�z�q��]aifh�g, �ngkpr�v�m�^fh�g�[6rs_�s:n�oeg��aifh�g; 3.r^_�qx[�{ts^�salluxio�v�q�[; 4.я100*n:ghvf[`n�[bhh�o; f[`n�[,gfn�v'ypenc�t�n�]zf���nn�(w�b/gb\b�����y��0r�n n�vh: �[u�n�s�x n�vai�|�~g'y z�^�v�m�^'`���o�v���r0wqyu�n�s�xai z�^�_�ee���v�[mo�t㉳q���r0{�~gۏl�ai�|�~�v�n!k_�s�v���r0{�~gۏl�ai�|�~ؚ�~џ�~�v���r, �z(w'ypenc�t�n�]zf���b/g�vgmr�l0,gfn�v�k�z_�{gw g͑�p�n�~�n_�[0d,gfn�t:ghvf[`n0�n�]zf���s'ypencf[`n��t�nn�nxto(u0�[�n gr^_���{fh�g�^(u�~���v�nxt, ,gfn_n�s\o:nspark ai alluxioؚkb�o�p�v�s�fn0 t�e, ,gfn_n�tؚi{b�!h\o:n'ypencyepgo(u978-7-302-56420-1�w@xt��0 z���s�^(u�b/gu�kq�s, �w�e t, �n�qw�xiii, 270u�, [4] u��vhr��n�]zf��/f�n:ghv:n}�so@bu\:y�qeg�v�n{|zf��, �n{|n�v n�a�r�r, ��:ghv!j�b�n{|(wɖɉ0,tɉ0���tl�:ni{�eb��v�g�n�r���n�cgsu�n���r0.^�r�n{|�[b�f:n ybgb gqsi��v�]\o, �fy ��y�n{|>yo0s_mrnlut�vaƌ0r, �n�]zf��/f_/t*gegzf��nlu�v�[s, /f*geg�y�b�su\�vbeu6rؚ�p, /f�c�r�n{|>yo�si��v,{�v!k�]ni�}t, ��c�c�n�]zf��, �1\\b:n*geg8h�_�b/g�v�c�c�0�� z�q�[s�b: �n�]zf���i��0python�w@x0:ghvf[`n0���{:gɖɉ�s�^(u0��ƌ r�s�^(u0�6q��yt0�wƌ�v1��n�s�n�]zf��l�n㉳q�ehh0v�s\o:nؚi{b�!h�n�]zf��0zf���yf[n�b/g0���{:g0�oo`yt0ꁨrs�t5u�oi{t�]�y�vsqnn�vyepg, _n�s\o:nvq�nnn�v�bu\0�ƌ�� z�vyepg, ؏�s\o:n�w��:g�g�v�n�]zf���� zyepg978-7-302-56643-4�n�]zf���b/geq�hgck*mw��n�]zf���b/gnfn�,gfnqqr11�z, �q�[s�b�n�]zf���i��0ai�nn0penc0:ghvf[`n�i��0!j�w0:ghvf[`n�{�l0�m�^f[`n0tensnfflow0^y�~q�~0�wƌ�v1�0pencc�c, �n�s��l�n0;s�ul�n0lqqq�[hq06r �ni{l�n�n�]zf���^(u�`�q0d�u_�~�q�n�g g�s��ne5u�e_0eq5u|�tq�~���piryo��ϑ!j�w0eq5u|rr!j�w0us�v }by�v }�[��ϑrm��vq_�t0n�[n�e_ n�v��ϑ��^�{�l0n�[y�e_ n�v��ϑ��^�{�li{0,gfn�i�_npf, �w@xnmr�l�v�~t, �|�~'`n�e��'`�v�~t, /fn,g�k��hqb�0�|�~�v�e�~�seq5u oahvq�~�b/gnw�0<,gfn�s\o:n5up[�oo`{|nn�v'yf[,g�yؚt^�~f[u�txvzuyepg, _n�s�o�e�~ oahvq�~xvz�t�] z�^(unn�b/g�nxtnxvz�nxt�s�978-7-5646-4730-8;n4tsf�, _�v�^, n=nz�,gfn/f�^(u�w,g�yb�!h�� z oahv�stnl�bc�b/g  ǐ z�hkm�b/g�s�nh� i{�v�[��yepg0hqfnqq4�z, ,{n�z/f oahv�|�~�[��ňn�{�n; ,{�n�z/f oahv�st�s�hkm�b/gf[`nc�[, s�bg\�nxn�li{�[��pencyt�e�l; ,{ n�z�m�v�n oahv�stnl�bc�b/g�w@x�[��; ,{�v�z/f oahv�stnl�bc�b/g�~t'`�[��0978-7-5650-4950-7  oahvn�vso5u�(� �s*m�m, ��qw��,gfn��~�n�~�ny�y5u�(�pg�e0 oahv�t�q�e5u`l�vsq�yf[�wƌ, �m�v�nsq�n5u�(�0 oahv�s�q�e5u`l�v�w@x�yf[n�] zf[0,gfnqqr:nn*n�r, r r:n oahv0 ytz�tir5u�(�0�vso'lsir�q�e5u`l0exx�6��w5u�(�pg�e0ȕx����w5u�(�pg�e0�n'lsȕ�w5u�(�pg�e�s&q�xx�!�5u�(�0,gfn����nُ�n5u�(�pg�e�v�w,g��bl0r{|06ry�e�l0'`���s(w�q�e5u`l-n�v�^(u0,gfn�o͑�n�w,g�st�ʑ, �{usf�n0w�c���n n t{|�w5u�(�/f�yuo�nu�ydkؚhe�v\o��i{, ɩ-n���t{|5u�(��s gsq�q�e5u`l�v�[e��^(u0,gfn�s�o oahvn�vso5u�(��vsqxvz��s�978-7-5661-1265-1;np��q�l�,gfn/f oahvn�hkm�b/gyef[�v�t���[��nsosyef[9ei�y��v�vxvzb�g0,gfn�[ oahv�v�st�s�^(uۏl��n���, (w�q�[ ��s�t�~�g�~�~�eb��l͑nn�wƌ�v�^(u'`�t�b/g�vo �'`, �[yef[�q�[ۏl��n�yf[tt�vĉr�t!jwwstet, �z���w@xt��, b�t�^(u�b/g, s�b'yϑ�[e��^(uhh�o�s�[�^5u��v, �e(wwck�w{qf[u�v�[e��^(u���r�tr�e���r06,gfn�s\o:n5up[�oo`�] z05ul�] z�tꁨrs0km�c�b/gn�nhvi{nn�vyepg, _n�s�ovq�nnnf[u�t�vsq�b/g�nxt�s�978-7-5682-9402-7�e�~ oahvq�~�[moߍ*��{�lxvz hto, ؚo�, f�qw�196u�, [14] u��vhr�,gfn�|�~0w����n�e�~ oahvq�~�vxvzmr�l�n�[mo�tߍ*��b/g0hqfnqqr:n10�z0,{102�z�n�~�n�e�~ oahvq�~�[moߍ*��b/g�vyr�p�tb�4n�vcb; ,{3-7�z���[�e�~ oahv���p��o_�0�b^x0���0�x�di{�, �|�~0w0��~0w�c�q�n n t�^(u�vh n�v�e�~ oahvq�~�[mo�{�l; ,{8-10�z�v�~�e�~ oahvq�~���pos\oߍ*��, xvz�n�e�~ oahvq�~�vhߍ*��{�l0-,gfn�v�(u�[a�:nirt�q�] z0���{:g�yf[nn�v�yx�nxt�txvzu, �n�s5u�on�vxvz�t_�s�nxt978-7-5684-1456-2 �e�~ oaq�[��ye z �sr�, �s�e~�w���e�~��oяasyot^���_�n��r�v�su\, �]b:n>yo�oo`sg͑���v�c�r�rϑknn0,gfn@wyo�vq_�t0�fn(wzf��s�nnw�ek6��kwq gl�nq_�t�r�t/t�s\o(u0*�t�n n tb\!k�t���w�vxvz�nxt�sf[u���, _n/f�vsq���w�v�yxn�] z�b/g�nxt�v�s�fn978-7-5692-6547-7 �n�]zf��n>yoθi��{t ��_�s�n>yo�[hqkn�r�sw��,gfn�n�~tn*jt�v�~t�vr�gɖ҉, �ǐ�g�^�n�]zf���e�n>yoθi��{t n6��k t��r�gfh�g0,{n*n6��k�n �b/g,gso �t �nn�b/g�n�n $n*n�~�^r�g�n�]zf���b/gθi��v�q(wb_b:gt; ,{�n*n6��kr�gt{|�n�]zf��xq�wθi�_�s>yo��v��s:g6r, �c���b/gθi��ǐ>yo>e'yhe�^_�s>yo��v\o(u:g6r, (wdk�w@x n, c�clqo�[�n�]zf���b/gθi��va�w, �c"}�n�]zf���b/gθi��{t�vǐ z�tv{eu0 θi��{t�vsqxvz�nxt978-7-5722-0284-1zf��f[`n�v*geg(�) w�e�s=n�bsё, him mw�xv, 231u��,gfnr:n$n�r0(w,{n�r-n, \o��n�n{|�vcq��ƌ�tcq���w҉�^req, �����n{|zf���v�q�m0 t�e, \o��c�q�nn*nt㉺n{|zf�� ybg'`�vfh�g--�n�~�wzf��!j�w, v^�[ُ*n!j�w�v7'y�� }ۏl��n��~�v�ʑ0(w,{�n�r-n, �oxbknmr�c�q�vzf��!j�w, \o��n�q*n҉�^req, ����n�yuor r�s%c�n�]zf���t�n{|zf���vo�r, v^(u�n�]zf��_�s�n{|zf��0�x:_*geg�vf[`n, �n �:n�n�]zf���e�nzp}yeqr�v�qy0978-7-5727-0037-8ai 3.0a guide forthinking humans (�) �h�b�y�s|gk\w� xxix, 350u�k,gfn/f���~eu�fn 0 ybg 0\o�0 ybg�|�~mr�l�yf[�[�h�b�y�s|gk\�s�~10t^`�, �sn�n�]zf��n�n{|zf���vhq�e�r\o0,gfn�n�s|gk\yt^eg�[�n�]zf�����w�su\w�[�r`�v��u_, yy(wfn-n�ǐ5*n�r�c:y�n �s(w�v�n�]zf���s�nzp�nhn, �n�s(w*geg�qast^b�n���n�[�n�� ng�_�nhn 0(w�c���n�n�]zf���v�su\�s�sknt, \o��ǐ�[ɖɉƌ r08nbn�ct0�6q��yt08^ƌ$r�eُ4'y�n�]zf�����w�v�p蕔^(u�v�su\�s�r�t@\p�'`�v�cvz, �sn�n�n�]zf��n�n{|zf���vsq�|, fn-nsq�n�n8�ƌ r0�e�n~�v�0:ghv�ыi{�eb��vhh�or�g��eq�n�n�]'y�v/t:y! �ُ�n, ��/fs_ n�n�]zf���su\@bb�4n�v�v�x0�n�]zf���`���s�_�z4x'`ۏu\@b�_{�͑�e`��v0 w�aُ,gfn, `o\�[�n�]zf�����w gn*nhqof_�v���w0�n�]zf�����w�nn�0�n�]zf��1r}y�0rn�0�{t�0'yo���978-7-208-16237-2 �n�]zf���v�tf[� b }�h, _^i{w�15, 316u��,gfnras�n�z, �q�[s�b: zf��s>yo�vas'y�tf[cb; �n�]zf���v�tf[�w@x�svq�su\mrof; �n�]zf��z����n�_zf��sf[; �tf[ɖ҉ n�v�n�]zf��θi�'`r�g; ���ut��n�n�]zf���^!j�v�[݋; �so�_zf�t�n�]�sozf��; p�t�n�]zf���v�n� o�?�yo�oo`c�c�^(u�[�or�g�h�_w�978-7-03-067063-2 �m�^f[`nn�v�pr�g�w@xn�^(ung~g�e, ro�w�m,gfnr�w@x�t�^(u$n*n�r�meq�n�~�n�m�^f[`n�^(u�n�v�pr�g�v�w,g�i�_0�e�l�t�b/g0(w�w@x�r, ,{1�z�n�~�n^y�~q�~n�m�^f[`n�w@x�wƌ, (wdk�w@x n, ,{2030405�zr r�meq�����nяt^eg�m�^f[`n(w�v�pr{|0�[a��hkm0�inrrr�s�v�pubi{�^(u���w�v�vsq�b/g�t�e�l0(w�k*n�^(u���w n, �[�vsq�b/g�t�e�l�v8h�_`�`nۏs�s z�s�su\ ��~ۏl��n��~�ht�tr�g���, v^�[�k*n�^(u;n�� n�v�e�l�v'`��ۏl��n�meq�v�k��nċ�n0(w�^(u�r, ,{6070809010�zr r�n�~�n,gxvz�v��^(u�m�^f[`n�b/gۏl�f�s��~�hkm0kp~p�hkm0ɖ�����qr�g0�uk��[�hkm�n�sz�gp�v�pƌ r�v�e�l�t�b/g, (w�k*n�z��-n��~����n@b�c�q�e�l�v̀of�s�st0!j�w����n�[�s, v^�[vq'`��ۏl��n��~�v�[��nr�g0[,gfn�s�n\o:n���{:g�yf[n�b/g0�o�sn�oo`yt05up[�yf[n�b/gi{nn�vxvzu0ؚt^�~,g�yu�veq�fnm|, _n�s\o:n�n�n�v�pr�g0�m�^f[`n0���{:gɖɉi{�vsqnn�] z�b/g�sxvz�nxt�v�s�d��e978-7-04-055139-6:ghvf[`n�sr�^(uh�:_w�'ypenc�e�n�v�~��n�n�]zf���|ryepg�,gfn�[�n:ghvf[`n�v8h�_�e�l, ۏl��n�meq ���~�v�n�~, v^yr rsq�ltf[�yg8^(u�v�{�l0g'yyrr�(w�n�r�v�nu�r�v��0��y�v�c�vn'yϑ�v�[�oeg�v‰0w�ʑ:ghvf[`n�v�st0 t�e, �~taml��vr��, �s�e0w�n�~�v�^�vo��n�d\on�~xqhh�o, :n����c�o n�z_ g�r0,gfn؏�c�o�=\�vpef[�c�[, =\ϑ�mq�í, v^���n�v‰�v�ew[�ʑ0�[�n wyo�yf[{|�vؚt^�~,g�yunxvzuo(u978-7-111-65414-8:ghvf[`n�svq�^(u (ps) m. b^\w�xi, 457u��,gfn/fsq�n:ghvf[`n�v�~t'`ye z, hqof_0wht�s�n:ghvf[`n���w�v�w@xt��, �n�s\ُ�n�b/g�^(u�n�[e���v ghe�e�l0,gfn�n�^(u:nɖ҉, �n:ghvf[`n�v8h�_�st�t�{�leqkb, ����8^���vf[`n�n�r�t!j�w, �n�s(w�^(u:ghvf[`n�e�s��ob�4n�v�[e���s㉳q�r�l0fn-n�es�b�[pef[�w@x�wƌ�v�n�~, _n�m�sfun�^(u���w�vibu\, t�e�[penc�] z0pencc�c0'ypenc�|�~i{ۏl��n�c��0a,gfn�[�neq�6��k�vf[��tؚ!hf[u^�8^ g�v, o:nۏnek�v�meqxvzsb}y�w@x0dky, ,gfn_n�t�[:ghvf[`natq���v�] z^�t�b/g�nxt���978-7-111-65424-7:ghvf[`nt���[_ ht�_ns ... [i{] w��,gfn�e(w:n g�_�n:ghvf[`nt��f[`n�txvz�v����c�on*neq��[_0(w��y�wƌknt, hqfnt�zr rz�&q�n: �sf['`0(gp��zz��) ybg�^0�lslu03z�['`0n�'`06e[e�s0w��alu0d��n�~�w,g�i�_y, ؏�~�q�r^r�g�[�o, �y>f:y�yuo\ n tt���]wq�^(u�n/ectϑ< :gُ�y8^��:ghvf[`n�b/g0=,gfn�s\o:nؚi{b�!h�n�]zf��0���{:g0ꁨrsi{�vsqnn:ghvf[`nt���� z�vyepg, _n�s�o�[:ghvf[`nt��atq���vxvz�nxt����s�978-7-111-65531-2�m�^f[`neq�(�e) 'pŗ�nw�,gfn�v�q�['yso�s�nr:n:ghvf[`n�w@x0z��^ o�d^y�~q�~�v�m�^f[`n0�s\yq�f:g�t�m�^:_sf[`n�v*n�r, �e�q��n��o'`�t�[te'`, �s�n�~�n�m�^f[`n�vt*n�eb�0vq-n:ghvf[`n�w@x�r�n�~�n^y�~q�~0:ghvf[`nn�m�^f[`n�vpef[�w@x0xq�w�n�r0pencɩi{; z��^ o�d^y�~q�~�v�m�^f[`n�r�n�~�n�h�^ nm��l�v:ghvf[`n0�m�^f[`n�vckrs0��]�st o�d�l0�xhv0ws�y^y�~q�~�n�s�_�s^y�~q�~i{; �s\yq�f:g�r�[�v!j�w^y�~q�~�v:ghvf[`nۏl��n�meq�meq�v�n�~; �m�^:_sf[`n�rr͑�p�n�~�n:_sf[`n-n�v�m�^^y�~q�~f[`n�vt���t�e�l0 �m�^:ghvf[`n�vrf[�978-7-111-65646-3opencv�m�^f[`n�^(un'`��os�[�� 4t�e ... [i{] w� xviii, 281u��r�w��,gfn�n�w�n�~҉�^‰km�oo`�vy:ghv�n��c6r:nxvz�[a�, �n^��~'`�|�~�y�tb�cqr�g�l:nt���w@x, �v�~y:ghv�n��*�-ߍ����c6r�|�~�v�s�c'`0�s‰km'`03z�['` n�eb���bl, �[y:ghv�n��c6r�m�s�v�r`0o��0핯s�c6r0h���ߍ*�0:ghv�n�[mo0�;n�[*�i{sq.��b/g�u\_�n�meqxvz0 :ghv�nxvz�vsq�nxt978-7-5606-5892-6џ�r�c6rn:o gq��r�b/g�s�^(u;n�sn:_(,gfn�v�~:o gџ�r�c6r�b/g, �w�nhq�v'yf[u ��p[og -n�vzf��6r �cb[�n(uџ�r�c6r��y0xq�w5u:gџ�r�c6ryef[�[���s�t:ghv�n�{�lo��n, �|�_�����n�r^џ�r�c6ry��v, :n���1uemeq�m0w�^�zw�џ�r�c6r�|�~�v�w,gfh�g�t�^(u!j_0,gfn�q�[�z�q�] z���rn�b���v�w{q, �b/gn�^(uv^͑, yr r�n�~�n ��p[og -n�vzf��6r �cb[�o�lx�n�b/gn��y�[�d0,gfn�����vy��v�~t�nzf��6r �on�v�bl�t�e�]�ynn�� z'y�~�v��bl, ;n���q�[s�bџ�r�c6r�b/g�i��0:ghv�nџ�r�c6r�{�l0�w�ns7-200 plc�vџ�r�c6r�|�~����0�w�n��p[t-cpu�ss120�vџ�r�c6r�|�~�����n�s�w�nmcct�[��s^�s�vџ�r�c6r�~t�[��0',gfn�s\o:nؚi{b�!hf[uf[`nџ�r�c6r�b/g�vyepg, _n�s�o�vsq�] z�b/g�nxtۏl��s�978-7-5635-6177-3:ghv�n:g�gџ�rf[ _�w� :ghv�n�t�n�]zf���b/gnfn>'ypenc_�s�] z^0hadoop�] z^0spark�] z^0etl�] z^0'ypencr�g�] z^, v^�s�n\o:n'ypenc�vsq�\mo�w���vye z978-7-111-68125-0�w�nspark�v nn�n:ghvf[`n)xgboost0lightgbm0spark nlpnkerasr^_�m�^f[`n�[�o (�) ^gy�fxbw�f,gfn�n�~�yuo)r(usparks^�s n�v�[e��ech�t(u�oeg�g�^'y�won�~:ghvf[`n�^(u0fn-n��hq�[spark�tspark mllibzp�n�n�~, d�h�qspark mllib�^kny, ؏�n�~�n�f:_'y�v,{ n�e:ghvf[`n�{�l�t�^0(w,gfn�vgt�ʑ�ny*n�[e�(u�o, �n.^�r����n�:ghvf[`n�wƌ(w�[e�u;m-n�v�^(u0,gfnsq�l�v͑�p/f:_'y�v,{ n�e:ghvf[`n�{�l�th�qspark mllib�^kny�v,{ n�e�^, @b�m�s�vؚ�~;n��s�bxgboost4j spark0spark n�vlightgbm0isolation forest0spark nlp0stanford corenlp0alluxio0o(ukeras�vr^_�m�^f[`n0o(uelephas�tr^_keras�vsparki{0 pencyt�vsq�]\o�978-7-111-68162-5h~{{|�vso�|b�tn�r�vpencd��n�����e�l�� �n�[�y, c[pnpnw� xix, 396u�hُ/fn��|�~���h~{{|�vso�|�e�l���svq�[�e=�0w�vw�\o, r3�{9�z01ueg�{ (,{1-3�z) ��hqr�g�ns_mrton(wpenc�^��ǐ z-nog�0r�v6'ypenc�v@\, 6qt͑�p�n�~�n:n�^�[ُ�npenc�v@\ ��n�su\�q�vh~{{|�vso�|ُnpencd��n�g�^�e�l���svq�[mo0�[in, gt����nǒ(u勹e�l�^��pencd��n�v3�p�_��'`: d��n�s y(u0n�r�st�0�nn�n�nh~{����0rpenc�^(u�v5*ngso�[���ehh, v^;`�~�nh~{s�v�ny:s��gpencr�g0��[}lf���lϑn̑ zpe�vsq�|r�g0q_�t}lf��.u�vsq.��vp[r�g0ep��џ�r-n�'lϑ�vr_r�g0�e�[ϑ��kmr�g0�[7b�r{|$r rr�g0�.ulq�s�v�[7br�0xt�]�yl���km0^jt�p�q�s��km0�n�t�|�q%��!j�w05u�o�[7bam1y��f�0��l�7�>k(u7bθi�r�g0�o(uθi�ċras�v_�s�n�s�o(uas�s:kȋ��km!j�wi{hh�o0tn�z�n�~�nnpencc�cy��v-n�v�e��b,g g��'ysq�|�vsaspencnm�v�vsq�b/g0s,gfnyr r�t�n�npencc�c0�~���^!j0:ghvf[`n0funr�g0џ%�r�gi{�]\o�v�nxto(u, _n�s\o:npef[0�~��f[0ё���{t0���{:gi{nn�vf[uf[`nsaspencc�c�^(u�v�s�fnm|978-7-115-44549-0jupyter notebookpencr�geq�n�[b(�e) `l�q][/t ... [i{] w��jupyter notebook��^�l(u\opencr�g�v�]wqbf[`npython�v_�s�s�x0,gfnqq10�z, ͑�p�n�~�n�yuoo(ujupyter notebookۏl�penc�sɖsr�g, s�bjupyter notebook�v�w@x�d\o0o(upandasۏl�pencr�g0o(umatplotlib�~�v0�[hq�c�cmatplotlib0o(ubokeh�~�v0�[hq�c�cbokeh0ꁚ[injupyter notebook0o(u�n�zjupyter notebook0(ujupyter notebook�qruby�tr��i{�q�[0o��n�����vsq�nxt978-7-115-51924-5 hadoop'ypenc_�s�[b cs �ye��ؚye�n�tx�s�w�hqfnqqr11�z: ,{1�z��hq������['ypenc�shadoop gn*n;`so�v��ƌ; ,{2�z;n����㉂yuo-d�^hadoopɩ�; ,{3�z,{5�z���hdfsr^_�e�n�|�~0mapreducer^_���{fh�g�n�szookeeperr^_os� g�r; ,{6�z���hadoop2.0�v�eyr'`; ,{7�z-,{10�z;n�����hadoopu`w-n�v�vsq���r�|�~, s�bhive0hbaser^_x[�p�|�~0flume0 sqoop; ,{11�z��㉆n�~ty��v--5ufu�|�q%��, �y��v�m�v�nmrg����0rg�~�[�e�vte*nǐ z, �[hqfn�wƌ�pۏl�2nt��t�]�v, o����r�m�[hadoop�b/g�vt�0>,gfn�s\o:nnf�ؚi{b�!h�vyepg�syef[�s�fn, _n�s\o:n'ypenc�et�v�w��yepg, ؏�s\o:nhadooprf[��s�vsq_�s�nxt�v�s�fn978-7-115-52311-2 penc�yf[�w@x�[��ye zh�u\c� ... [i{] w��hqfnr:n3�{, qq12�z, s�bpenc�yf[�w@x�[���i��0excel-n�vpench�:y0excel-n�vpenc���{0excel-n�vpencr�g0excel-n�vpenc�sɖs0�{�l�sɖs�]wq0�{�l�����w@x0excel-n�v�{�l0python z�^�����w@x0�{�l(wpython-n�v�[�s0word�echyt0xmind`�~�[�v6r\o0<,gfn�s\o:nؚi{f[!h^����{:gnnpenc�yf[�vsq�� z�v�[��yepg, _n�s\o:nvq�n����_�t�pencyt�s�{�l����n�[�s�v�f[�s�fn978-7-115-52498-0 hadoops^�s-d�^n�^(us|*m, _0�;n�nfye��xvzb�itmr�l�b/g�et!hot\o�|ryepg�,gfn�n�n�rq��r:n;n�~, �v�~on�~�^(uۏl�y��v�n�r����, �n�~�ns^�s�v,g0w!j_�[ň0*or^_!j_�[ň�s�[hqr^_!j_�[ň, v^�w�nhadoop 2.xu`�|�~, hqb���㉆nhive�s�x-d�^n�w,g�d\o0zookeeper�s�x-d�^n�w,g�d\o0hbase�s�x-d�^n�w,g�d\o0hadoop8^(u�]wq�~�n�v�[ňn�^(u0ɩ�-d�^n�{t, �n�shadoops^�s�^(u�~thh�oi{�vsq�wƌ�s�d\o�b��0e,gfn�s\o:nؚi{b�!h'ypenc�^(unn0o��n�b/gnn0�n���{�b/gn�^(unn�vyepg, _n�s\o:n�n�n'ypencr�g0�n���{�^(ui{�]\o�v�b/g�nxt�v�s�(u< fn978-7-115-53297-8 penc�yf[n'ypenc�b/g�[��\g\�r;n{,gfn\o:n�[��'`(��vyepg, �v�v n(w�n�[�g*nwqso�v�b/gs^�sۏl��~�v�meq�n�~, �/f=\ϑ�����soote*n'ypencyt�v�b/gam z, o�����y�c�c'ypenc�b/g�vtesofh�g, ��y(w*geg�vf[`n�t�]\o-n�ǐ�|�~s�v'ypenc`�~���r:n@bg�0r�v��c�o㉳q`t�ehh0h,gfn�s\o:nؚi{b�!h�vsqnn 'ypenc�w@x  'ypencs�� i{�� z�vyepg, _n�s�o gn�[�[���~���vo��n_�s�nxt0�{t�nxt�t@b g�['ypencatq���v�n�x���978-7-115-53381-4penc�sɖs>��os^w�,gfn�nr��:n�[�s�]wq, �npenc�sɖsr�g:n�[t, �~t�[e�hh�o�n�~penc�sɖs�e�l0hqfnqq8�z, ,{1�z�n�~penc�sɖs�i���n�sr��pencyt�v�w,g�b��; ,{2�z�n�~r���~�v�w@x, ͑�p�n�~r�� o�~�~�vsgraphics-n�v�~�v�qpe�s�w,go(u�e�l; ,{3�z�n�~{| rpenc�v�sɖs�e�l; ,{4�z�n�~pencr^yr�_�v�sɖs�e�l; ,{5�z�n�~�sϑ��sq�|�v�sɖs�e�l; ,{6�z�n�~7h,g�vy:s0�g�^�cp��|�~0�e��͋xq�t�[�eh���|�~0ee�nd�͑�t�s��0�`ar�g-n�v_8^�hkm0���ro�{0penc�o�b�t�sibu\�{�l0,gfn�tpenc�yf[�[�n�s�[penc�yf[0:ghvf[`natq���v������, ������wqypenc�yf[�vsq�v�w@x�wƌ, v^�ǐ���,gfnۏnek�cgssparkџ(u���r, �n �r�^�qؚhen�[(u�vpenc�yf[㉳q�ehh0,gfn�tpenc�yf[�[�n�s�[penc�yf[0:ghvf[`natq���v������978-7-115-54271-7^��~�gspencr�gyhow to improve customer acquisition customer retention and fraud detection and prevention (�) ti`��ow�~��hw�,,gfn�n�~�n�w�n�n�]zf��0:ghvf[`n0�m�^f[`ni{�b/g�v^��~�gspencr�g�yuo(w(u7b���snyux[0:kȋ�hkm�t��2�0�n�rd��n�{t0�l�_0;s�u0�n�t�t g�r_�s0�v�[�[hq�n�sso��i{l�n���w���_�^(u0,gfn6eɩ�neg�7�lk0�nl� �0spotify0linkedin0��^t0�r�b'y�[)rё��ɩ�v0�[�vɩ�v0monsterworldwide0�[�_�s0o�efekp�{�04b\0ibm�t��vsaso��nxvzb�i{��hqon�vn�~ee�n, :n�g�^�tџ(ub�r�v^��~�gspencr�g�c�o�nfh�g0��y'ypenc�vjmno-n, penc,g��@bt� t�v�nyoq�~�tu}t�yf[xvzi{���wwq g͑���v�^(u�nn�nyr_��~c�c�v�q*n͑�p�^(u0d,gfn�t'ypencxvz�nxt0'ypenc�] z^0'ypenc�^(ur�g^0'ypenc�nn�nn�nxti{���, _n�s\o:npenc�yf[0'ypencnn,g�yu�txvzu�vyef[(ufn978-7-115-54405-6 'ypenc�b/g�stn�^(u�i�_0x[�p0yt0r�gn�^(u�gp[�w�#,gfn�|�~�n�~'ypenc�v�vsq�wƌ, r:n'ypenc�w@x�{0'ypencx[�pn�{t�{0'ypencytnr�g�{0'ypenc�^(u�{0hqfnqq17�z, �q�[s t'ypenc�i��0'ypencyt�g�ghadoop0r^_�e�n�|�~hdf0r^_penc�^hbase0nosqlpenc�^0�npenc�^0mapreduce0hadoop�q�c��0penc�n�^hive spark0am���{0flink0�v���{0penc�sɖs, �n�s'ypenc(w�nt�q���w0uir;sf[���w�v�^(u�t'ypenc�vvq�n�^(u0,gfn(whadoop0hds0hbase0mapreduce0hive0spark�tflinki{�vsq�z�[�c�neq蕧~�v�[��, �n�o������f}y0wf[`n�t�c�c'ypenc�vsq.��b/g0.�s�n\o:nؚi{b�!h'ypenc0���{:g0�oo`�{ti{�vsqnn�v'ypenc�� zyepg, _n�s�o�vsq�b/g�nxt�s�978-7-115-54446-9�,gfn��~����n�w{q yt�w'ypencnn�nmb@b����v'ypenc�vsq�wƌ0hqfnqq9�z, �q�[s�b'ypenc�i��0'ypencnvq�n�etq�b/g�vsq�|0'ypenc�w@x�wƌ0'ypenc�^(u0pencǒɩn��yt0pencx[�pn�{t0pencytnr�g0penc�sɖs0'ypencr�g�~thh�o0(w'ypenc�w@x�wƌ�r, ,gfn��~�n�~�nn�w{qf[u�vpenc }{q�vsq�v�wƌ, s�b'ypenc�[hq0'ypenc`�~0'ypenc&ot0pencqq�n0penc_>e�t'ypenc�nf0",gfn�s�n\o:nؚi{b�!h'ypencnn�v�[����yepg, _n�s�o�vsq�b/g�nxt�s�978-7-115-54615-9 flink�stn�[������_w�k,gfn�v�~'ypencamyt���w, �n�~flink datastream api0�e���t�z�s0�r`�t�h�g�p0table api�tsqli{�wƌ0,gfn�n�[��:n�[t, o(u'yϑw�[n�r:wofhh�oego:y�yuo�w�nflinkۏl�amyt0d,gfn;n��b�t�['ypenc���watq���v,g�yu0xvzu, �`l�l�0r'ypenc_�sl�n�v(wl��nxt, b gn�['ypenc_�s�~���v�vsq�nn�nxt0���g}y gn�[�vjavabscala z�w@x, �c�c���{:g���w�v8^���b/g�i�_978-7-115-54667-8pencr�gkn�v�{�l �w�nspark�tneo4j(�) l�kq�<\���y, (�) �ws|�e. ��_�rw� xvi, 195u���vr�g�s�n�c:y ybg�|�~�t'yĉ!jq�~�vџ\o:g6r, �v�{�l:n�g�^zf���^(u z�^�c�o�n�_��^!j�vfh�g, g�r�n�f�qnx0�f�_�0wzp�q��km0s�bfu�t�cp��t:kȋ�hkm(w�q�v��y�n�]zf�����l�bc:n�v���0,gfn�w�nspark�tneo4j���я20�y8^(u�v�v�{�l, .^�r����bu\͑���vr�g{|�w�v�vsq�wƌ�t���r, �f�_�0w�s�spenc-n�v!j_v^~b0r�fo�v㉳q�ehh0#�tpencr�g�nxt0penc�yf[�nn�, �n�svq�n gtq���[���v�{�l�v������978-7-115-54733-0 'ypencn�n�]zf���[�� �ywmo� ... [i{] w��,gfn;n���m�spenc�] zn�n�]zf���{�l�st0'ypencs^�s�b/g0�n�]zf���{�l(w'ypencs^�s n�v�[< �si{, qq7�z0,{1�z�n�~'ypencn�n�]zf���v�s�s0�^(u; ,{2�z�n�~penc�] z; ,{3�z�n�~'ypencs^�s; ,{4�z�n�~�n�]zf���w@x�{�l�v�st; ,{5�z�n,{4�z:n�w@x, �n�~�m�^f[`n�vsq�q�[; ,{6�z�n�~s_mr�p蕄v:_sf[`n�b/g; ,{7�z:npencr�gn�m�^f[`ny��v�[��0�,gfnqqr8�z, ;n���q�[s�b�~�� (��{e^����b�t0wb�nzz���b/g�v�nu�n�n:ghv�n�svqzf��џ�r�c6rxvz�s�rnx[(w�v�)0ɩbshq��z�w�nu:ghv�nt��n�b/g�w@x0zz��:ghv�n�w@xt��n�b/g0zf��џ�r�c6r�v�w@xt�� (o����{�w@x)0!j�|zf���c6r�e�l0�w�ncamc�t:_sf[`n�vzf��џ�r�c6r�e�ln�[�o0yzf��sol�:n0hqۏ�v�nu�n�n:ghv�n�|�~n�b/g0fn-ns t:ghv�n���w�sr'`�e�i�_0�e`�`0�e�e�l0�e�b/gnhh�o0b,gfn�s�o�n�n�s�n�]n:ghv�n0�nu�n�n:ghv�n0�n�]zf��i{xvz�et�v�yx�nxt0ؚ!hxvzu0,g�yؚt^�~f[u(wyef[bf[`n0�yx�]\o-n�s�o(u978-7-5635-6048-6 :ghv�n�|�~�^!jn�nwngs�u ... [i{] w�d,gfnhqb��meq0w�n�~�n�y�r:ghv�n�t_:ghv�n�v�|�~�~b�n�s�^!jn�nw�v�w,g�st, ͑�p�z�qadams�tmatlabo��n(w�r�rf[�nw�tpe\�], o:ghv�n(w!j�b�_͑�r n�s�n�ǐ>\�]eg���ꁫ��y`; ���� n�~�r oahv, r�g�n�n�xn�:ghv�n(w�c�b� n�x�d�e�v\o(u�r�[vqџ�r3z�['`�vq_�t�v }, ۏl��nzz���n�xn�:ghv�n�x�d@wf��[��; _u\�n�n�xn�:ghv�n90��xb��t180��h�b��v3z�[џ�r�c6r, g�~�[�s�nhqzz��h�b��|d�џ�r�c6r, �����n�n�xn�:ghv�nџ�r�c6r�[ n t>p�e�^h�b��v��^���r0,gfn/f,{n,gsq�nr^ϟd��n�xn�:ghv�n�vnw�, r r�n�~�g����0ek`ĉr0џ�r�nw0џ�r�c6r�t�[��kmջ�eb�ۏl��n�|�~'`xvz�v�]\o;`�~0-,gfn�t�n�n�nu:ghv�n�v�yf[xvz����, �[�vsq��_,r�x:ghv�nxvzwq gn�[�vc�[�tpt��nf�_ɖɉnɖɉ:o g0�_9ychv�stn����0�m�^џ�r>f�_ɖɉ:o g0џ�r�c6r0џ�rh���nɖɉߍ*�0>f�_�v�pŗ�s�k�w5��v���^��ƌ0!j�|���^as\�f�n�l�{�l0�eh�[ɖɉ:o g0�n�s�[���t�^(u�[�oi{0 zf��:ghv�n�vsqxvz�nxt978-7-118-12247-34l n�nu:ghv�n-\on�|�~�c6rnĉr �sux, -�l, �s�[w�xiv, 153u�, 16u��vhr�,gfn�{���n4l n:ghv�n-\on�|�~�vxvz�s�r; �n�~�n4l n�nu:ghv�n-\on�|�~�v����n�[�s; r�g�n4l n�l�r͜�vџ�rf[�t�r�rf[!j�w; �|�~0w�n�~�n4l n�nu:ghv�n�vџ�r�c6r�e�l0h���ĉr�e�ln_ߍ*��c6r�e�l, �n�s4l n�nu:ghv�n-\on�|�~�v�;n�b�s�c6r�e�l0�~t4l n�nu:ghv�n-\on�|�~_u\�n�nw�t�[��, v^r�g0�����n�nwn�[���~�g0k,gfn�e�s�n\o:nؚ!h�]�y�vsq�vꁨrs�c6r0:g�h�] z0���{:go��n����0l]�n_�|�~i{nnxvzuf[`n0�yx�v�s�yepg, _n�s�o�] z�^�����wy��v_�s�nxt�s����978-7-121-38963-4fanuc�]n:ghv�n�[�dn�^(u�b�]�,gfn�nfanuc�]n:ghv�n:nxvz�[a�, ���[fanuc�]n:ghv�n�v��ƌn�d\oǐ zۏl���~���0,gfnqq9�z, 1uemeq�m0w��㉆nfanuc�]n:ghv�n�v�[hq�wƌ0�w�s�s(u�0:yyehv0pwh�|0i/o0 z�^0c�n0�~�bn�o{q0�r�bf��nxi{�q�[0f[�[,gfn, ���ss�s�r�z�^�[fanuc�]n:ghv�n�v�e8^�{t0 z�^y�nn�r}�i{�d\o0-,gfn^�8^�tfanuc�]n:ghv�n�v�{t�nxt0�����nxt0�ջ�nxt0�d\o�nxt�s1r}y�f[`nn�s�978-7-121-40577-8fanuc�]n:ghv�nz��b�nwye z�,gfn�nfanuc�]n:ghv�n:nxvz�[a�, (w�n��nwo��nroboguide�v�w@x n��~����d\o�e�l0,gfnqq9�z, s�b�n�roboguideo��n0r�^�]\ouscqnlub��{�n0�{t z�^0r�^,dџ�]\ouscq0r�^�smo:g0�q�y�~h��� z�^0r�^ tň�]n:ghv�n�]\o�z0r�^&^�[h��v�]n:ghv�n�]\o�z0�ǐ�]\o�z!j�wۏl��nwi{�q�[0f[�[,gfn, ���ss�s�r�z�^�[fanuc�]n:ghv�n�v�]\o�z����0<,gfn�e�s\o:nfanuc�]n:ghv�n�v�{t�nxt0�����nxt0�ջ�nxt0�d\o�nxt�s1r}y��v�s�(ufn, _n�s\o:n�vsqnn�v�w��yepg978-7-122-36734-1abb�]n:ghv�n�neq�0r�|� ,gfn�m�v�n�]n:ghv�neq�0rabb�]n:ghv�n�n�t�^(u�vhq��wƌn�b/g0hqfn�n:ghv�n�v�nu0�su\�tr{|, �]n:ghv�n�v�~byr�p0�b/g'`���t�n�ti{�w@x�wƌ�q�s, �[�]n:ghv�n,gso�s��l�q�hv0rv�q�hvi{8h�_��n�v�~�g�st0:g�h����0�[ň�~�bi{ۏl��nhqb����; �[�]n:ghv�npwh�|0�y`0�y�r�� }0 z�^�~�gi{ z8^ƌ, �n�srapid z�^penc0 z�^�xf0 z�^gbl��{t�e_i{ۏl��n�|�~�n�~; �[abb�]n:ghv�n z�^c�n0�qpe}t�n�v,gfn�e�s�n\o:nؚi{b�!h���{:g�s�vsqnn�vؚt^�~,g�yu�txvzuyepg, _n�s�n\o:n�[�m�^f[`natq���vxvz�nxt�t�] z�nxt�v�s�(ufn978-7-121-40606-5�s�ʑ:ghvf[`n ў�v!j�w�s�ʑ'`t�cws(�_) christoph molnarw��,gfn�c"}�n�s�ʑ'`�v�i�_, �n�~�n�{us�v0�s�ʑ�v!j�w, �o�y�qv{h0�qv{ĉr�t�~'`�vr_, ͑�p�n�~�n�ʑў�v!j�w�v0n!j�w�esq�v�e�l, �yyr�_͑��'`�t/}�y@\�he�^, �n�s(ushapley,gfn^�8^�t�l g�nuo�w@x�v�n�]zf��1r}y�f[`no(u; �[�n�[:ghvf[`n���w؏ n/f�_�n㉄v���eg�, ,gfn_n/fn,g^�8^}y�veq�fnm|tp181-49tp181-64978-7-5008-7512-3 (�e) wsαeqrw��,gfn�v�~roban:ghv�n����n�]zf���vsqt��0�e�l�s�^(u, �q�[�m�vroban:ghv�n�v�w,g�st0�d\on_�s�e�l, �vsq�v�s��:ghv�npef[!j�w�s�c6rt��, �n�]zf���vsq�v���sɖɉ�^(u0hqfnqq8�z, ;n���q�[s�broban:ghv�n�i��0python z�w@x0ros z�w@x0slam�[mo�t�[*��w@x0v-rep�nw�w@x0џ�r�c6r�w@x0ek`�{�l�w@x, �n�s�n�]zf���w@x0<�s\o:n:ghv�nrf[��c�c:ghv�n�wƌ�veq�fn, _n�s\o:n:ghv�nxvz���x:ghv�n�b/g�v�s�fn, �tt�y n t�wƌ4ls^�v������978-7-308-18474-8 �n�n:ghv�nnnye z�qsf(t ... [i{] w�c,gfn;n��r:n�[�~�_�v\~�0��nbzp g�s0��ƌ�y(g!jww0�_pn�v��0\p n neg�v�z�b�0�n�c��0$r�er/e�~�g0 oahveq�0�[��‰r�0�e�n~�v�0��p�vopiq04��_�v\�{�[0mpkphq �0�f}y�v:ghv�ni{�q�[0,gfn�(u�n:ghv�nxvznn^u978-7-308-18475-5p,gfn;n��r:n:ghv�n�[�e�taelos:ghv�n0rƌ�r\oc�n����o��n0aelos:ghv�n�~�g0�r\oc�n����eq�0�r\o�v��0�r\osq.�'^0�r\o�v3z�['`0aelos:ghv�n�v���p0�r\o�v��^0�r\okn���vt��c0�r\o�v�_�s0�r\o�v�pni{�q�[0978-7-308-21023-2,{�nj\-n�vؚ!hzf��:ghv�nra'y[���vy\o�t�| �f��v h, ~�'y:_, �sۏ;n1,gfn/f�[,{�nj\-n�vؚ!hzf��:ghv�nra'y[�b�g�vu\:y, 6eu_�nra����;n���tra�z�b;n���v��vy\o�t0,gfn�(u�nؚ!h:ghv�n����{|�vsqnn^u978-7-5153-5396-8�q _�vye`o w�arpa--ai & rpa�n�]zf��n:ghv�nam zꁨrs�v�[��~t (�e) �qg�l mw��,gfn\�[rpa�v_ۏb__0�~�g0 z�^0r:ghv�n_�s0�|�~_�s0_ۏam z0џl��{t�t�[hq�n�s�vsq�ne��b/gۏl��n�~, hq�eb����rpa�v �st 0s_6q, n���7h7h�|�, ����s�n�~t��]�d��v���w, �sn0rr�e0:ghv�n_�s0/e�c_ۏrpa�b/gi{;m�r-n0}�6q,gfn-ns t�nn�n�b/gb\b��v�q�[, fo{�(w�cؚ,gfnnn'`�eb�zp�n�_y�r�r0�vdk, sso�`�l g�|�~_�s�v�~��, _n�s�n�n4y_�y�n�rpa�v�]\o�st0<,gfn�(u�n�n�n�oo`�|�~�vsq�]\o�v�nxt, _n�(u�n�[�e�b/g�^(u0:ghv�n_�s�t_ۏatq���v�n, b�/f g�_b:nrpan�[�v�n978-7-5189-5770-5x,gfnr:n�v�{, r r�nzf��:ghv�n/f�nhn0:n�nhn���zf��:ghv�n0�yuomb���[�szf��:ghv�n, �n�szf��:ghv�nu\g�v*n�eb�egۏl����0fn?z�e g�[�v�[�vsq?ev{�v���, �s g�[sq.��b/g�st�meqem�q�v�ʑ, �rbl��^'y����[zf��:ghv�n g�[‰ �a'`�v��ƌ0978-7-5509-2768-1 :ghv�nzf��a�wn�c6ro,gfnqqr:n9�z, ,{n�zpencǒɩ, ;n���n�~�n'ypenc�v�i�_0{|�w�svqyr�_, 8^���vpencǒɩ�e�l; ,{2�zpencnm, ;n������penc(�ϑ�v�~�^, penc�s��x[(w�v(�ϑ�, 8^���vpencnm�e�l; ,{3�zpencetl, ͑�p�n�~�nmgo�e�l; ,{4�zpencx[�p, ;n���n�~�n'ypenc�e�n�vn�n;nampencx[�ps^�s�t�vsq�b/g; ,{5�z�vr_�{�l, ;n���n�~�n�~'`�vr_0�qv{h�vr_0��:g�h�g�vr_i{, v^�n�~�nvq�[�s�v;n��ek���n�s�v�^�vpython���[�s�nx; ,{6�zr{|�{�l, ;n���n�~�n;����vr_�nr{|�tyr{|0�^�cgsr{|hi{; ,{7�zz�{|�{�l, ;n���n�~�nrrrz�{|0b\!kz�{|0�w�n�[�^�vz�{|; ,{8�z�cp��{�l, ;n���n�~�n�w�nsqt�ĉr�v�cp�0�w�n�q�[ǐ�n�v�cp�i{;nam�e�l; ,{9�zpenc�sɖs�vsq.��b/g, ;n���n�~�npenc�vm��~0�sɖs���u�s�vsq�v�n�n�b/g0 ؚ!h�oo`�{tf[�vsqnn^u978-7-307-22259-5�^%`'ypenc�vzz��r�gny�v }sqt�c�cng�q, _�\w�p,gfnqqr6�z, �ǐy�npencglz�, cgq~p�[so0b~pso�t�b~psoۏl�penc�~�~n�{t, �^(uzz��r�g0:ghvf[`n�t�^%`�{t�vt��n�e�l, ۏl�y�v }sqt�c�cr�g, �rbl�[�s�z�s�n�n�v�r`�f0ǐ z�f�t�ss�f, g�r�n�^%`qe�c0pencyt�]\o�978-7-313-22423-1 hadoop'ypencyt�[b;n�^_ �, u�kq�[, r�e�,gfn�n_�s�[b:n�sr, �nhadoop�svqht��fh�g:n;n�~, �n�~�nte*nhadoopu`�|�~;nam�v'ypenc_�s�b/g0hqfnqq10�z, �q�[s�bhadoop�w@x�wƌ0-d�^hadoopr^_ɩ�0-d�^eclipse_�s�s�x0hadoop^_�e�n�|�~0hadoop�vi/o�d\o0mapreduce�w@xn z0hive�[b0hbase�[b0�[b0)ylpencr�g�[b0,gfn�q�[hqb�0hh�oxq�w0�[(u'`:_, nm�wyd��n0n�[, �m�v z�^�n�nx0o��nd��n0`n��t{hh0o(����n�t8h�_�q�[�vɖ�����i{01�s\o:nt{|b�!h���{:g0'ypenc0�oo`�{ti{�vsqnn�vyepg, _n�s\o:n'ypenc_�srf[��s�nn��v�s�fn978-7-5096-7457-4�^(u�w'ypenc�nmb�w{qt��n�[�� r�g, r5��[, xo>fuqw�� 0�^(u�w'ypenc�nmb�w{qt��n�[�� 0�nt���t�[��҉�^xvz�n�^(u�w'ypenc�nmb�w{q�v�e�ǹof0�obl^:w�r�q�s�nf[xos t���n!j_, v^�[�w{q�vhn�nmb�w{q�ehh�v9ei�0^d��^��0�� zso�|9ei�n�� z�^��0�[��so�|ۏl��n�=\xvz0,gnw�t��fh�ghqb�0�[���d\o�sl�, wq g��:_�vf[/g�nyo�lt0lqqq g�ri{���w�v�vsq�^(uhh�o, �n�b/g�t�nn�v҉�^�['ypenc�v�p�p���w\o�n�i��, v^�[vq*gegmrofۏl��nu\g0978-7-5115-6479-5�s_ n, pencnw0w0�r�r�r0d�,g0�b/gi{ o�~�� }v^r:nu�n�� }0,gfn?z�n penc�� }npew[�~nm :n;n��, r:n �nhn/fpenc�� }  penc�� }npew[�~nm�v�su\  penc�� }�su\b�4n�vcb  penc�� }npew[�~nm�v*geg �v�z, r r�n< penc�� }�v�[inyr�p0�^(u�s�r0�[�u_0�nyo�lt�v�s�ns4ls^0978-7-5124-3210-9sodfh�g on�~ �^(upenc�g�g�[b�m݄;suw��hqfn;n���n�|�~�g�g^�v҉�^, �����^(u�|�~-n@b g gsqpenc��v㉳q�ehh, ُ�n�ehh\0rn*nwqso�vapio(u, 'y0rte*n�|�~�g�g�v����, �n㉳q�ehh�vtt'`, f(u'`�tibu\'`eg�ek����ibu\, neknekr�gs_mrg�0r�v�, �~�qُ{|��vgso�[���v㉳q�ehh0�ǐ�[��vr�g0㉳qǐ z, _�[nf��v_�s�nxt1��ya~t0�g�q0�ej��vpenc�x r9e�g�]\o, �n�|�~�g�g҉�^eg�[ɖ��]�v�]\o, �[b�n܃�0rn�[�v��sǐ z0,gfn�s\o:n���{:go��n_�s�s z�nxt�v�s�(ufn978-7-5124-3307-6 km�c�|�~�stn���� ng�m, y[ o�sw��hqfn�|�~0w����n�w�nusgr:gkm�c�|�~�vte:g�st�t;`so����0�q�[s�b: �~��0km�c�s�0;n:g�s�c�s0km�c;`�~�b/g0kmϑpencyt0pid�c6r�{�l0�v�c z�^����0�br^pb�b/g0�_:gskm�c�|�~�����s�[�o0km�c�|�~�e�b/g0fn-n�~�q�n'yϑ�v�[(ulx�n5uto��n z�^ (�w�nc��) 0e,gfn�s\o:nt{|�]�yb�!hkm�c�b/gn�nhv0ꁨrs0:g5unsosi{nn�vyepgbyef[�s�fn, _n�s�o�n�nkm�c���w�]\o�v�] z�b/g�nxt�s�b\o:n�f[��ir978-7-5124-3311-3 ꁨrkmջ�b/g�[��ye z �sg ... [i{] w�`hqfnqq6�z, r:n n*n�r0,{n�r (,{1�z-,{3�z) :nt���wƌ�{, ;n���n�~ꁨrkmջ�{�n�tz��b�nhv�b/g0kmջ;`�~�b/g�to��n_�s�b/g; ,{�n�r (,{4�z�t,{5�z) :nyef[�[���|�~�{, ;n���n�~yef[�[���|�~@bǒ(u�vyef[�[��_�so��n(microsftvisualstudio�tc#��)0yef[�[���|�~�vlx�n�~b0yef[�[���|�~�v�^(uo��n�t)r(u,gyef[�[���|�~_u\�[��y��v�n!k_�s�v�e�l�tek��; ,{ n�r (,{6�z�td�u_) :n�[���{, ;n���n�~�{usꁨrkmջ�|�~�v_�sam z�s�n*n�[�����~y��v0,gfn����tt0so�|�[te0�wƌޏ/�; fn-n�q�[t��t��|�[e�, �[��am zek��拞[, �[(u'`:_, ��:nf[u�f}y0w�c�cꁨrkmջ�b/g�vt���wƌ, �q�`ꁨrkmջ��y�v_�sam z, v^_u\ꁨrkmջ��yee��ʋ�en�~�o�c�ot���t�[��c�[0�,gfn;n��(u\okm�c�b/gn�nhv0fkhvꁨrkmջ��y0�[9_��y�~�oi{,g�yb�x�[nn�v ꁨrkmջ�b/g b ꁨrkmջ��y i{�vsq�� z�v�[��ye z, _n�s\o:nؚi{b�!hkm�c�b/gn�nhv05ul�] z�svqꁨrsi{�vsqnnnꁨrkmջ�vsq�� z�v�[��ye zb�s�fn, _n�s�o�n�n5up[��ybňy�vkmջn�~�bi{�]\o�v_�s�nxt0�y�b�]\o�0�] z^�txvz�nxt�s�978-7-5124-3385-4 spark'ypencr�g�b/gscalahr�fmw��,gfn�|�~�n�~�nspark'ypenc�b/g�v�vsq�wƌ, �q�[s�bspark�i��0scala�w@x z0�w�nscala�vspark z0windows�s�x n�vspark�~t z0sparksql�~�gspencyt0sparkstreamingam���{0sparkgraphx�v���{0sparkmllib:ghvf[`n0a,gfn�s\o:nؚi{b�!h���{:g0o��n�] z0penc�yf[n'ypenc�b/g0zf���yf[n�b/g0�n�]zf��i{nn�v'ypenc�� zyepg, _n�s�o�vsq�b/g�nxt�s�978-7-5150-2513-1 penc�� }���[r^���,g ng�~�s, ���[i{w�~,gfnz�&qpenc�� }�v\o(un�^(u, �npenc�� }npew[�~nm0penc�� }n?e�^�lt0penc�� }nhqtqq��0penc�� }�w@x�^���t�b/gr�e0penc�� }l�n�^(u�t�[���c"}i{�eb�ۏl��n�meq����0\o�t�q�[��[0agtnpf0�����r0r, /fn�c�[zq?e���[r^萆n�penc�� }�vo�y��,g0zq?e���[r^萺nxt978-7-5170-8695-6 q�~�e,gr{|n�^(uh��_, hg8l��w�,gfn/f\o�(wyt^�yf[xvz�v�w@x ntet�[�u �b�v, /f�6q��yt�b/g(w�e,gr{|���w�^(u�v�~���t;`�~, ,gfnnn'`��:_, �l͑�[�b/gt���onc�t㉳q`v�|�~���, ����s�ǐ�[,gfn�vf[`n�n㉌t�c�c�n�]zf���vsq�b/g(wq�~�e,gyt�e�v�[�s�e�l�t�d\oam z0,gfn�v�q�[s�b: �e,g��yt0yr�_h�:ynm��~0�e,gr{|�{�l0yh~{�e,gr{|�b/g0�w�e,gr{|n�^(ui{0�k*n�z��̑�[sq.��v�wƌ�pۏl��~􁲋�, v^�ǐ>n�o�s���v�e_:_s�vsqt���v�v‰psa�, \t������t�[�oo:y'}�[t��|w�eg, �e�orf[��[�mey�g�mt���wƌ�vt㉌t�c�c, ,gfn�[�cؚf[ut��t��|�[e��v���rwq g��'y.^�r05,gfn�s\o:n,g�yb�!hzf���yf[n�b/g0���{:g�yf[n�b/gi{nn�vyepg, _n�s�o�n�n�6q��ytxvz�v�nxtۏl��s�978-7-5170-9012-0 b�t'ypenc�v��c6r�b/g�sy��[i{w����@wirt�q0�n���{0>y�nq�~i{�etq�b/g�t�^(u�v�su\, 'ypenc�vr�n0�^(u�tc�c��eg���s0r^�lsq�l, 6q ��n�n(w)r(u'ypencr ��nyo nt*n���w-n���pencr�gyt�v^'y�]\o�978-7-5198-4062-4ǐ z�spe�hkm�b/g ςpg, �nks�v, �f�ew��,gfn��hq�n�~�nǐ z�spe�hkm-n�vn�n�w,g�i�_�t�[in0t�y�b/gch0kmϑ nnx�[�^�vċ�[nh�:y�e�l�s2�rn2��b�v gsq�wƌ, 6qtr r�n�~�n)n�^0�s�r0amϑ0irmo0brϑ0:g�hϑi{�spe�v�hkm�st0�nh��~�g�so(u0�nh��v�h�[�e�l0�nh��v ��w�tee��yt�s�[��y��v, v^�~t�s:w�[�o�n�~�n�hkmňn�v�br^pb�b/g0,gfn�[�hkm�|�~�v�����e�l�s�����[�oۏl��nr�g, v^�n�~�n�hkm�e�b/g, �yo�kmϑ�b/g0penc��t�b/g�v�st�s�^(u0,,gfn�e�s\o:nؚi{b�!hꁨrs0km�c�b/gn�nhvi{�vsqnn,g�yuyepg, �s�s�o�] z�b/g�nxt�s�978-7-5198-4590-2'ypencvngso�[�� alex gorelikw�;pencvn)r(u'ypenc�b/g:non�c�o�owc�vpencꁩr g�r���r, ُ/fny� rwqnyo���^�ؚ�^sq�l�v݋��0,gfn�m;rvr�g�npenc^:w�v ybg'`�tyr�k'`, �v�qpenc^:w�w@x'`6r�^�^��, :npew[�~nm�e�n�vpenc�lt�c�o�n͑���v?ev{�s�0<?e�^�vsq���]\o�, pew[�~nm0penc�{t0penc^:w�s�vsq���w�vf[�0xvz�nxt, t'yb�!h�vsqnn^u, �[dkatq���v���< 978-7-5221-0511-6pencc�c�b/g(w�e,gi{penc n�v�^(uxvz�yf mw��pencc�c/fn*n�f[�y�v���{:g�yf[r/e, �[/f(u�n�]zf��0:ghvf[`n0�~��f[�tpenc�^�v�n�s�e�l(w�v�[��'y�w�vpencɩ-n�s�s!j_�v���{ǐ z0,gfn;n���n�~�npencc�c�b/g(w�e,g0uir;sf[0�oo`��t0:ghv�n_ĉri{���w�v�^(uxvz, @bs t�v�q�[gw:n\o�яt^eg�v�yf[xvzb�g, �ǐ�|�~�vtet�t�c, ^g,gfn��y:n�vsq���w�vxvz�nxt�c�o�s�0978-7-5429-6661-2 j͑�o, r�, hg�no�w�w,gyepg(w ���nteso�~�g�����e, �['ypenc�w@x�wƌ�t�b/g�^(uzp�n��~�v㉐g, t�ehqb��n�~�n�yuoџ(u�e�l�t�]wq�['ypenc�^(uhh�oۏl�r�g, /fn,gyrr���f0t��n�[���v�~t0wq g^�lo(u�ny�n�zsoamϑ, b�n�vq n-�iru�}lf��vgpspenc0 'ypenc �nh��nn�y(��v�ss, � n�n�n/fϑ�v�ss0�/g��ec�vsq�v�e�b/g, _ncon�t?e�^�s�no(upenc�v�e_0u�e. ��y�e)r(ut�yhh�oxvzeg�ʑpenc�yuo��t�y:g�gx[�p0r�g�t)r(u, ُ�n:g�g-n�e g'y�wlq�s_n g�u�c�~�~0'ypencck(w9e�son�vџ%��e_�n�s;sf[xvz�v_u\�e_, t�e_n�c�q�n͑���vs��_�; ��y�e�����n���y�e��{v�n�n0penc�[hq�n�s�s��ў�[�rc�v�[(uzf����yi{hh�o0 pencyt�vsq�b/g�nxt978-7-5472-7492-7 'ypencc�c�b/gn�^(uxvz��ksw����@w'ypenc�e�n�v0reg, >yo�[ c�c 0r�vpenc��bl�s�_�f�r%ny���{:g�yf[,g�yu�|ryepg-n�vn,g0(w����vg�_-n, ,gfn�vы,g�_�n�qhr0�npencɩ,g��yr'`�v�c��, 0rr{|0ĉrc�c�sz�{|i{�w,g�e�l�v�f, �q0rpenc�yf[�v�] z:wof�v��t, ,gfn�s.^�rpencc�cf[`n�b_bnpf�vf[�y‰0,gfnwqy�y nyrr�,gfnv^*g�ov�pef[�]wq�t��, �/f�ǐ�[hh�o�v�|�~vr�gt��� o��nwq g�vs_�b/g�m�^�v�q�[, /fn,g�[rf[��s}yv^n�b/g��y g�m�^�vnn�w@xfnm|0,gfn�o͑�npencc�c�b/g���w�(u�st�v���, \o��[pencc�c-n�vr{|0sqt�ĉrc�c�sz�{|i{�w,g�-n�vqq'`�sr�w�nhh�oۏl��n�meqr�g, �[�npenc�b/grf[�eg�, ُ�r�q�[�vt��kaml��b/g�n�~ g�f͑���vain�t�nf�^w�,gfn�z�qǐ zňy�c6r�b/gyr�p, �e�rbl�c�c�c6rt���v�vsqt���wƌ, �s�z���n�[��n�^(u0�~t\o�yt^eg/y�[�vmrgxvz�]\o�y/}, �|�~0w;`�~�n n3z�[�|�~�{wc���h�c6r�v�w,gt���t�e�l0,gfnqq7�z, ;n���q�[:n�~��0�w,g�i�_�t�w@xt��0\��p f\�e�l�svq�^(u0�~ n3z�[�e�n�|�~�v�{wc���h�c6r0�yr n3z�[�e�n�|�~�v�{wc���h�c6r0ؚ6� n3z�[�e�n�|�~�v�{wc���h�c6r0�w�nh'`��os�v n3z�[�e�n�|�~�{wc���h�c6r0,gfn�q�[��eq�n\o��[ǐ z�c6r�yf[�vn�|r`�@b�_�txvz������o, �rblo,gfn�q�[(whqb�'`�t�[(u'`�eb�wq g��ؚ�v�s��nes^�s��o�~n�g�gopc ua�[��(�_) s|̑�n�y��e��m_;nopc ua/f(w o�~opc�b/g�s�_�_'yb�rknt�v�sn*n�z4x, ��pencǒɩ0�oo`!j�ws�n�s�]�s�^b\nonb\b�kn���v��o�f�r�[hq0�s`�0 opc ua��o/f�s^�s�v, wq g�fؚ�v�[hq'`�t�s`�'`, �n���non�oo`ؚ�^ޏ��v�bl0,gfn1uoy\o�t�t�d�q, �o͑�n�n�~�s g�vopc u< a㉳q�ehh0_�s�]wq�n�swqso�[�s0,gfn�i���nopc ua�w@xt��, �n�~�yuo�d\o�]�~�^�z}y�vopc ua�oo`!j�w0opc ua�v�^(u z�^�g�g�t�|�~�g�g0gt, ,gfn�[opc uaos��p[ɩۏl��n�~, v^�[opc uan o�~opc�v'`��ۏl��n�[�k0 opc uaf[`n�978-7-111-66764-3 ꁨr�c6r�|�~���{:g�nw  _sf_l, ğ�n�_w�nf�ؚi{ye��5ul�oo`{|�|ryepga,gfnqqr8�z, �q�[s�bꁨr�c6r�|�~�nw�i��0�c6r�|�~���{:gpew[�nw�w@x0matlab���v�w@x�wƌ0�c6r�|�~pef[!j�w�svql�bc0simulink(w�|�~�nw-n�v�^(u0ꁨr�c6r�|�~���{:g���rr�gi{0,gfn�s\o:n'yf[,g�yꁨrsnn�n�s5ul�oo`{|vq�nnn�vnn��yepg978-7-113-27273-9r^_�c6r�|�~�� z����c�[ye z  _1rns, ��ʃ3�;nnf�ؚi{ye���e�]�y�nmb�w{q:g�h�] z�|rĉryepg�,gfn�z���n:g�h�] z�t5ul�] z{|�nmb�w{q�vh, (wt��yef[�w@x n, ���)r(u��p[step 70plcsim�n�swincc�~`o��n�[�sr^_�c6r�|�~�� z�����v�e�l, ɩ�w@x�wƌ0����0�[���nnso, �e(w�w{qf[u�^(u���r0�] z�������r�tr�e_�s���r, /fr^_�c6r�|�~�� z�����vm�wyc�[ye z0hqfnr�w@x�wƌ0�� z�����v��blny ����v0�~tr�e�[��3�{, qq10�z0>,gfn�t\o:nnf�ؚi{ye���]�y{|�vsqnn, $\vq/f:g�h�] z0�s�nňyn�c6r�] zi{nn,g�yu�txvzu�vr^_�c6r�|�~�� z����yepg978-7-121-38985-6 �_\�w�e�n�|�~����n6r\o ;n _ё, _3�, ѐ�s�s�,gfn��^21n�~ oa0km�c0�e�n0�n�]zf��i{�b/g�su\�v���, ��~�����nf� n�snozz�e�n�|�~�v�����e�ln6r\o�b�], ss�n��v�яt^c�[f[u�s�rhq�vye��:ghv�n'y[�0 i`zffm ( �s ޘ`as\ ) oghq�v'yf[uzf��f��z[�i{�v��vy\o�t:n8h�_, �n;`so�ehh����0lx�n����0o��n����0o�/lx�n�ջ�b�]i{�q*n�eb���~�n�~�_\�w�e�n�|�~�v����6r\o�e�l0w,gfnyr r�t95t:ghv�n0�e�n:gi{1r}y�\o:neq蕞[��ye z, ؚi{b�!h:g�h5up[0ꁨrs0km�c�b/gn�nhvi{nn�vsq�� z�vyepg, �n�s'yf[uzf��f��z[��t5up[�����z[��w@x�w��yef[(ufn978-7-121-39874-2�]�c�b/g�^(upef[ngё�ww��]�c�b/g�|�tnfnn,gfn/f���[�]\o(wu�n,{n�~�v5u�]�q�v, �n�n'yypef[�w@x��1_, (wf[`n�t�^(u5u�]5up[�b/g0�]nꁨrs�c6r�b/g�e, 8^8^�v:npef[�wƌ�v n�� �bf[`n�t�]\o n�v�v��0�vdk, (w�s�r�]\ot��y�~t5u�]5up[�b/g�t�]nꁨrs�b/g͑�ef[`npef[�w@x�wƌ�svq�^(u1\b�n�n�n�vn�yf[`n�bl0,gfn1\/f�w�nُ�y�bl, �~t\o�yt^�v�]�c�b/g�[��v^�s��n�n�v�~�� ��q�v0,gfnqqr5�z0,{1�z�n�~ri{pef[�w@x�wƌ, ُ�n�wƌ}�6q�{usfo^�8^͑��, (w�]�c�b/g-n�^(u�_^0,{2�z:n�qpe�svq�v�p, vq-n, (w�]�c�b/g-n(u�_gy�v/fn!k�qpe, ,gfn�~t�[e��^(uۏl���~���0,{3�z:nck&_�qpe�s�vϑџ�{, �n�~�n n҉�qpe0 ype�svqџ�{, �n�sck&_�vϑ(wck&_�nam5u�-n�v�^(u0,{4�zpe6r�tx6r0,{5�z;����npe�svq�^(u�s�n������[�s z�^�c6rhv (plc) �vf[`n��bl0 ���{:gnn�vsq�nxt978-7-121-40718-5^��~'`�c6r�|�~(a) alberto isidoriw�12, 720u��a'y)rf[�alberto isidori@bw��v$nws,gnonlinear control systems/f^��~'`�c6rt���v�~xqw�\o, �|�~0w;`�~�n20n�~70t^�n�neg^��~'`�c6rt��xvz-n�q�s�v;n��t���t�e�l, yr r:_��_r�quot��(wnx�['`^��~'`�c6r�|�~-n�v�^(u0,{1ws�o͑�n�w@xt��, vq-n,{1�z�t,{2�z���[�n\^��~'`�|�~, �ntϑ:w0ng�npe0r^0�[tr^i{�w,g�i�_�q�s, �ek�[�q^��~'`�|�~�v@\��s�c'`�t@\��s‰'`�i�_, 6qt�s\ُ�n�i�_(wn�[ag�n n�c^0rhq@\�`�q; ,{3�z�~�q�n$n�y^��~'`��eq���qh�:y�e�l, v^�{�������n��eq���q f\�v�[�st��; ,{4�z����wq g�v�[6��vus��equs���q�|�~�v�~t�����; ,{5�z\�v�[6��i�_�c^0ry��eqy���q�|�~, �����n^��n�n�c6r, v^�n�~�n�r`ibu\�{�l; ,{6�z�n�~�n�yuo(w�|�~�l g�v�[6��v�`�q n, )r(u���r`�{�l�_0r�n\^��~'`�|�~�vn*n^inckr�w, v^�n�~�ng'y�s�c n�sr^0�s�c'`r^i{�i�_; ,{7�z��~�n�~�n^��n�n�c6r, yr r/f�r`�s��^��n�n�c6ri{0@,gfn�t�c6rt��n�c6r�] z�s�vsqnn�vؚt^�~,g�yu0xvzu\o:nyepg, _n�t�n�n�c6rt��0�c6r�] z�vsq���wxvz�v�y�b�nxt����s�978-7-122-36430-2 џ�r�c6r�|�~�st�s�^(uu�vf, ğ�;n� 0џ�r�c6r�|�~�st�s�^(u 0��hq�n�~�nџ�r�c6r�|�~�v�w,g�i�_, ������[џ�r�c6r�|�~�v�w,g�~b�t�^(ùof g��:n�w,g�v��ƌ; ۏ ��~t�vsq�n�t�sy��v�[�or r�n�~�q�y8^���vџ�r�c6rv{eu0pew[s��n0 ��[�6r�b/g0zf���c6r�b/g�s�n:g��o�b/gi{, ������[џ�r�c6r�|�~t�r�st�t�~bۏl��f�r�|�~'`�vf[`n; gt�nu�n�[�o_�[���ۏl��|�~����0ɩb�v`�0t,gfn�(u�nؚi{f[!hꁨrs0:g5ui{nnf[`ngbl�:g�g0js�[sohv�n0 oahv�st0�r�s5u�i{hq�o�� zknt�v џ�r�c6r�|�~ nn�� zyef[, _n�s�o:ghv�n0ꁨrsi{nn�b/g�nxt�s�978-7-122-36701-3 ɩce�c6r�|�~�st�s�^(uğwm�q, yo-f�e, uom��^w��,gfn����ɩce�c6r�|�~�v�st�t�] z�^(u�, �n�~�n�n�yxq�wɩce�c6r�|�~�n�t�svq(w�]nu�nǐ z-n�v�[e��^(u:y�o, ;n���m�sɩce�c6r�|�~�v�|�~�gb0�c6r�{�l0�|�~ ��w�tċ0o0penc��o0�n:glub��v�] z����0�~`0�[ň�t�~�bi{�q�[0,gfn�q�[�]6r\obppt���n, �s�nsf[�]n�qhr>yyef[d��nqmq9� n}�0b,gfn�s\o:nꁨrsnn0�hkm�nh��t�c6rňnnn,g�yf[uyepg, �[�n�nɩce�c6r�|�~ ��w0�] z����0�|�~ċ0o�t�^(u�d\o�v�nxt_n�_ g�s��nf�_no n t, fo ^g������s�sb�n@bzp�]\o�v g��'`�t g(u'`0 ,gfn�(u�nzf���c6r�vsqxvz978-7-5180-7913-1�w�n�{p[t���v^��~'`�c6r�|�~�����swt�sw�l,gfn�n:ghv�n0js�[so6r�q�|�~04lmo�|�~:nxvz�[a�, ��~�n�~�n�w�n�{p[t���v^��~'`�c6r�|�~����nr�g, s�b�{p[�v�[in0�|�~�^!j0�c6rhv����0yr'`r�gi{;n���q�[, �[���h3z�[�tߍ*��c6ri{sq.��ۏl��n�|�~��~�v�c��0>,gfn�s\o:n�vsqnn�vؚt^�~,g�yu�txvzu�vyepgo(u, _n�s�o�n�nꁨrs05ul0�c6rt��i{�vsq���w�vxvz�nxt�t�b/g�nxt����s�978-7-5606-5713-4 ���{:g�c6r�b/gy��vsye z;n�2mgy�^(u�w,g�yꁨrsnn�|ryepg�,gfn;n��s�b�v'y�r�q�[: ���{:g�c6r�|�~�v�^(u��o0�v�c�~`�b/g(w���{:g�c6r�|�~-n�v�^(u0���{:g�c6r�|�~ nmo:g (��on��^b\) �v�^(u�t���{:g�c6r�|�~ nmo:g (�s:w�c6rb\) �v�^(u0t�r�q�[�_�^nۏ01uemeq�m, �ǐy��vsyef[�v�e_�w{qf[u���{:g�c6r�b/g�v�^(u���r09,gfn�s\o:nꁨrs05ul�] z05up[�oo`km�c�b/gn�nhvi{nn�vyepg, _n�s�o�n�n oahv0km�c�b/g�]\o�v�] z�b/g�nxt�s�978-7-111-66848-0 �e�~ oahvq�~�b/gn�^(u _~�;nc,gfn;n���q�[s�b�e�~ oahvq�~0q�~n��o�b/g0�{t�b/g0�[hq�b/g0o�lx�n����nkmջ0�n�]zf��irt�q0xq�w�^(u����0�] z�[��c�[8�z0ꁨr�c6r�stmatlab�nw�[��c�[fn��s�ꁨrsn�n�]zf���|�t�� z�|ryepg�ꁨr�b6r�st/fꁨrs05ul�] z�svqꁨrs0km�c�b/gn�nhvi{nn�v͑���v8h�_�w@xt��;nr^�� z, t��'`��:_, _nwq g�_:_�v�] z�[e��^(ùof, vqyr�p/f�i�_�ba�0pef[�wƌ tϑ'y0���{a~bg0�[��yef[/f�cؚt���w@x�wƌyef[he�g0�x:_f[u�[�c6r�|�~�meq��ƌ�v͑��kb�k0,gfn:nꁨr�c6r�st�� zm�wy�v�nw�[��c�[fn, 9hnc�� zt��yef[�v�����n�n7*n�� z�v�vsq�[��, s�b�|�~ o��qpe!j�w�v�^�znl�bc0�c6r�|�~�v�e�wr�g0�c6r�|�~�v9hh���r�g0�c6r�|�~�v���wr�g0�c6r�|�~!hck0�yce�c6r�|�~r�g0^��~'`�c6r�|�~r�g, �[�[���v�v0�[���st0�[���q�[ۏl��n��~�f, �_�^nۏ_�[f[uf[`n�[���vsq�v�wƌ, v^�ǐ�[�o.^�rf[u�f}y�vt㉞[���st, �n � g���['`0w�[b@bĉ�[�v�[���q�[0 t�e, �[��yepg�[�[���bjt�c�q�nwqso��bl, ��blf[u cgq�[��c�[fnۏl���`n, _�sf[u`�, �cؚf[u�vf[`ntq���t�s�r�[���vf[`n�p�`0�ǐ�[��, �sof[u�c�c�|�~�nwr�g�e�l, �c�c�w�nmatlab�v�c6r�|�~�^!j0r�g�t�����e�l, ���_�nw�[���b���v�w,g���~, :nt�~�� z����0�kn����sb nzw�[�v�w@x, t�e_n g�r�n:_s�[��yef[he�g, �cؚ�[��yef[(�ϑ09;n��b�tꁨrs0km�c�b/gn�nhv�s�vsqnn�v,g�yu0�c6r�yf[n�] z�s�vsqnn�v_n1\/f��]�~�vsq���w�t�蕄v�y�b�]\o�978-7-5635-6069-1���{:g�c6r�b/g~��_�, w�n�g, l��mnsw� ؚi{b�!hꁨrs�|rĉryepg978-7-111-64994-6 oahv�st�s�^(uy��v�[�o�w ;n��gac�, hg3t\tnf�ؚi{ye���^(u�w�nmb�w{q�|ryepg�,gfn�|�~0w����nt�y oahv�v�w,g�st0kmϑ5u��svq�] z�^(u0hqfnqqr13�z, r r:n�i��0 oahv�v�w,gyr'`05u;��^�s_ oahv05ua_ oahv05u�[_ oahv0�xoe oahv0�s5u_ oahv0�p5u_ oahv0iq5u_ oahv0sf[ oahv0�l_n��\_ oahv0zf���tq�~ oa�b/g0r�ey��v����hh�o0b,gfn�s\o:nnf�ؚ!h5up[�yf[n�b/g0iq5u�oo`�yf[n�] z0km�c�b/gn�nhv0ꁨrs05ul�] z�svqꁨrs0:g�h����6r ��svqꁨrsi{nn,g�yu�txvzu�vyepg, _n�s\o:nye^0�yx�nxt�s�] z�b/g�nxt�v�s�(ufn978-7-111-65677-7;n�y��ʃ�,gfn�|�~0w����n�^�s_05ua_05u�[_0�s5u_0�x5u_0iq5u_0loe�snoe_0�p5u_ oahv�v�]\o�st, �w,g�~�g{|�w�syr'`, l�bc5ut�vsq�^(u0 t�e, ,gfn؏�~th�s��n�ňy���� oahv(w�s:w�v naswqso�^(u, �n�~�n�vmro(u��y�vzf�� oahv�s�vsq�e�b/g0,gfn؏�nޘ`as\usgr:g:n�w@x, ����ds18b20zf��)n�^ oahv0mma8451�r��^�] oahvenc-3mb҉��^ oahv0mini1024�~�[_xhvi{�vlx�n�c�]�s5u�, v^�q�vsq�n z�^0f[u�ǐf[`n,gfn, �s�n��]�rkb����b��^(u@bf[�q�[0�,gfn�ntensorflow 2.0�n�]zf��s^�s�v�w@x�g�g\o:nreq�p, �ekǐ!n0rtensorflow 2.0y��v_�s�[b�ty��v�r n�~, ͑�p�n�~�no(utensorflow 2.0�vؚ�~\ňkeras-d�^^y�~q�~0���~^y�~q�~�t^y�~q�~!j�w��km, �����(wy��v�[��-n�|�~f[`n�n�]zf���n�r�v�]\oam z�so(utensorflow 2.0fh�g_�s�v�[teǐ z, v^n.^�r����f�r�meq�vt㉺n�]zf��0,gfnr:n14�z, �m�v�v;n���q�[ g�n�]zf���v�su\; _�s�s�x�v�rno(u; tensorflow 2.0fh�g�~�g�s�w,g�qpeo(u; ^y�~q�~�v�su\n�w,g�~�g; �v�pyt; tensorflow 2.0�sɖs�]wqtensorboard; nf�^y�~q�~�f�~�bt; nf�^y�~q�~�tws�y^y�~q�~mnistkb�qw[soƌ r; �v�pθyo�su\ (�) ��k�s;n�,gfn n�n g�[�n�]zf��xvz�vؚ�^�q�~ngl;`, �n�s�[�n�]zf��mr�l�su\�v�c��, ؏(u'yϑ�{e^@w͑�ʑ�n�n�]zf��(wt*n���w�v�^(u�t�[��;`�~0�n��o0���n0�[hq0�epg�e, 0r}lf�0�n�0wm m0:g�h6r �0ߘ�tno��t, ,gfn�[ُ�nn�n{|�su\ob�vsq�vu�n0u;mn�~nm;m�r, �� g�[(�'`�v�c���t�[��0yr ryof[�t�_tf[���w, �c���n�n�]zf���[*geg>yo�su\�vq_�t0 �n�]zf��xvz1r}y�978-7-5197-4514-1 �n�]zf���v&ot�t�lt��w� �n'y*geg�l�lxvznfn�[�n�]zf��&ot��v�c��, �es�bb_ � nf[�vxvz, _ns�b�[bl㉳q�[e��v��tbl�_>yo�vqqƌ�v����0yr r/ft�, �yuo(w�n�]zf��ُnhq�e�v�b/gag�n n, (wx�s�t�^(u-n�s�s&otqqƌ, �[�~nm0>yo�t?e�l g�m܏ain0(wb�v�c�r�n�]zf���su\�vsq.��eg, �c�r�[�n�]zf��&ot��v�c�� g�g:n͑< ���vain0(wdk̀of n, ,gfnsq�l�n�]zf��@b_�s�v�wgn�g�v&ot��n�s�v�^�v�lt�[v{, �ng�n�]zf����ywck ��y�n{|0,gfn9hnc�n�]zf��&otθi��vwqso'`(�nyr�_, ;n���n�{�l0penc�t�^(u n*n�~�^eg�ht�n�]zf���v&otθi�, v^�n�lt҉�^�c�q�^�[�ehh, s�b�z�l�t?ev{fnxt�vsq;nso�v#��n0,gfn�s�o�n�]zf���v&ot�t�lt�vsqxvz��s�978-7-5201-6138-1ait��~�v>yo�n�]zf��q�~s�e�n�v&otn�l�_(�e) �y0uŗh, �g�y%_, b�sgaw�v,gfn�v;n���q�[/f�c��1uai@bt��~�vя*geg>yo�v�vof0яt^, 1u�n�v�~�n�]zf�� (ai) �vsq�v�b/gޘ��su\, ainai0ain:ghv�n�b/g�ǐ�nt�q�_0r�~t, ai�b/g�v�o)r'`�_0rޘí'`�v�cؚ0fo�sn�eb�, _n g�nc�q�nt�y\oυ�vθi�0 aixvz�vsq�vnn�n�x978-7-5217-1951-2ai�eu4x㉺n:gqqx[�[x (�) �e�v\yr�w }w� xii, 355u�d�n�k\��v(�0�w���l��ekq0r �ё, oyon�[�t�yf[�[���fh�:y�b�_ai�[�n{|ux[ �b�vz��0w gn)y, �n{|ob:n��]�sf�v:ghv�v�s�[�t? ُ,gfn�����nb�n:n�nt㉌tr �zf��, (wǐ�s0�s(w�t*gegzp�q�v\ջ0ُ�_͑��, v^ n/f�v:n�n�]zf��ckŏ�b:ns_mr�vn�ynfm��sa�, �/f�v:n�[/f*geg�v;n�[�b/g0nlu n�vt*n'y�vck(waƌ0rُn�n�[, t�['ylq�s_n�e1\�ws�ُn�p0b�n�e�l�qnx��kmُy��b/g\�yuo�su\, _n n�ws�ُy��b/g�su\�v�e���~06q �, b�n�_{�:n�s�[nlu-n :ghv�v�qv{���r܏܏��ǐ�n{| ُ�y�s��'`zp}y�qy0b�n�`hn�r? �yuo4x㉺n:gqqx[�[x, �c�c�kb�n:_'y�_y�vzf��, ��ai���_�eu, ُ�s��/f�n{|gtn*n'y�0ُ,gfn�v�v�v/f�ʑ:n�nhnُ�s��/f�n{|�s�s n�vgtn�n�n, �n�s�yuonx�oُ nob:n�s�[0978-7-5224-0043-3�n�]zf���{�s<\kqw�x,gfn�s�n\o:nؚi{b�!h�virt�q�] z0��o�] z0���{:g�^(u0�n�]zf��i{nn�vyepg, _n�s�n\o:n�^q{5ul0q�~�{ti{���w�v�] z�b/g�nxt�t�n�nzf��irt�qi{�]\o�v�b/g�nxt�vf[`n�t�s�(ufn978-7-111-66916-6  oahv�stn�] z�^(u;n�s�eb, �{0nt^, z�_:_�,gfnqq g13�z, ,{1�z�n�~ oahv�v�w,g�wƌ0�w,gyr'`0h�[0�^(u�s�r�t�su\���r; ,{2-8�zr r�n�~5u;�_05u�[_05ua_0�s5u_0�x5u_0�p5u_0iq5u_i{t{|�~xq oahv; ,{9-11�z�n�~���x�l0�~y�tuirt{|�e�w oahv; ,{12�z�n�~�(u�v oahv�v�o�s�t�e�l; ,{13�z�n�~ oahv(wirt�q���w�v�^(u0,{2-11�z�k�z��_eq�nn�y oahv�v�] z�����[�o, g)r�n�x:_�[t�y{|�w oahv(w�^(u�eb��v�|�~ �hqb��vt�0?,gfn�s\o:nꁨrs05ul�] z0:ghv�n�] z0:g�h5up[�] z0zf��6r �0km�c�b/gn�nhvi{nn�vyef[(ufn, _n�s�o�vsq���w�v�b/g�nxt�s�978-7-111-67268-5 oahvn�hkm�b/g�tn ... [i{] w�x, 452u�� oahv�st0�hkm�b/gn�hkm�|�~ n'y!jww�m�v: �i��0 oahv�w,gyr'`05u;�_ oahv05ua_ oahv05u�[_ oahv0�s5u_ oahv0�xoe_ oahv0�p5u_ oahv0iq5u_ oahv0��\n�l_ oahv0sf[ oahv0uir oahv0�e�w oahv; �spe�hkm0�_1_�o�s�hkm0o�kmϑ0y oahvpenc��t0��]t��npencyt�w@x; z��b�nhv0ꁨr�hkm�|�~0:g�h�vsqnn�nxt978-7-111-67269-2 ;nu�ef_, _sf3t�,gyepg;n���s���quoϑ�t:g�hϑ�v�hkm-n@bo(u�v oahv, �y5u;�_ oahv05ua_ oahv05u�[_ oahv0�x5u_ oahv0�s5u_ oahv0iq5u_ oahv0l5u_ oahv�t�/c_ oahv; t�e_n�|�~0w�n�~�nkmϑvq�[irtϑ�v oahv, s�b�p5u_ oahv0���x�l�s�_�l_ oahv0\�~_ oahv0js�[so_ oahvi{; fn-n؏�[яt^ oa�b/g�v�e�su\zp�n�n�~0),gfn����[a�:nؚ!hkm�c�b/gn�nhvnn�v^u, _n�s�o�vsqnn^u�s�] z�b/g�nxt�s�978-7-121-38453-0 4bʉ, r�l�\;nx, 321u��,gfn�|�~0w����n oahv�v�]\o�st0�w,g�~�g0yr'`�spe0l�bc5u�0�����t �(u�sr�n�s oahv(w�] zϑ�hkm-n�v�^(u�b/g0hqfnqq9�z, d�,{809�zy, vqyo7�z��r:na0b$n�r, ُ$n�r�q�[�_�^nۏ, �n�w@x0r�^(u�eku\_, /t�sf[u�[�wƌ�v�cvz�p�`�t_�br�e`�, �e�o n tb\!k������0,gfn;n���q�[�y n: ,{1�z�n�~�n oahv�v�w,g�i�_�t oahv�v�w,gyr'`; ,{2-7�z��~�n�~�n5u;��^�s_ oahv05u�[_ oahv05ua_ oahv0�s5u_ oahv0iq5u_ oahv0)n�^ oahv, �n�sُ�n oahv(w�r0�r�w0�s�r0�~mo�y/:\�[0�r��^0l��0)n�^i{8^ĉ�] zϑ�hkm-n�v�^(u�b/g; ,{8�z�n�~�nzf�� oahv0�_ oahv0q�~ oahv0!j�| oahvi{�e�w oahv�w,g�wƌ�s�^(u�b/g; ,{9�z�n�~�n oahv�vy�`yr'`�s�r`yr'`h�[�wƌ0,gfn�spg�e��0�q�[0n�[, |q~�^�^�t�m�^, �k�z���c�o�n��y�v�^(u�[�o, v^nd� g��t`n���t���r�bu\y��v, �n.^�r����]�v@bf[�wƌ0�w{qvq�] z�^(unr�e�������r0c,gfn�s\o:nؚi{b�!hkm�c�b/gn�nhv0ꁨrs05up[�oo`�] z0:g5unsosi{nn�vyepg, _n�s\o:nvq�n�vяnnؚt^�~,g�yu�tux�xxvzu�vf[`n�s�fn, ؏�s\o:n�n�n�nhv�nh��skm�c�b/gl�n�v�] z�b/g�nxt�v�s�fn978-7-121-39097-5 1gf, l�*mޏ;n ,gfn9hncirt�q�] znn�v�su\�tyef[���, �~t�e�~ oahvq�~�b/g�v�su\�s�^(u�s�r�q �b0hqfnr:n8�z, �q�[s�b�~��0�e�~��o�w@xn�e�~q�~�{�n0 oahv�st�s�^(u�[�o0�e�~��o�b/g0�e�~ oahvq�~so�|�~�gn�~qos��0�e�~ oahvq�~�vsq.��^(u�b/g0�e�~ oahvq�~�v_�s�s�x�s�^(u, �n�sirt�q�~t�[��s^�s�v����n�[�s0,gfn(w�q n�e͑ɖ�e�~ oahvq�~�vsq�vt���w@x�wƌ, �s�z�q�|�~����n_�s�[���v�^(u'`0(w�q�[�c n�mq�n�~ǐy�mey�v�st0t��, �l͑t��(wwqso�^(u-n�v���p0�e�l�t�d\o, v^�~t�^(u�[�oۏl�����n_�s�v���r�w{q0v,gfn�e�s\o:nؚi{b�!hirt�q�] znn, �n�s���{:g{|0��o{|0�oo`{|05up[{|nn�vyepg, _n�s�n\o:n�e�~ oahvq�~���w�vxvz�nxt�s�[�e�~ oahvq�~atq���v�] z�b/g�nxt�v�s�fn978-7-121-39353-2zigbee�e�~��o�b/g�^(u_�s�[t, �^�^\, �f[��\w�u,gfn;n���n�~zigbee�e�~��o�b/g�v�^(u_�s0hqfn��hq�meqem�q0w�n�~zigbee�e�~��o�b/g�st; 6qtۏl�hh�o_�s�[��, �k*nhh�ogw g_�s:wof0��~�vo�/lx�n�����t�r���[�sǐ z; gtۏl�;`�~�bu\, \t��f[`n�t_�s�[���~tw�eg0),gfn�e�s\o:nؚi{b�!h�vsqnn�vyepgbyef[�s�fn, _n�s�o�vsq���w�v�] z�b/g�nxt�g�978-7-121-40400-9akm�b/g�w@x 4t1rs^, y[ o�sw��hqfnr5�r (qq15�z), s�b: �~��08^��5uϑkmϑ (5uam05u�skmϑ, ���s0�e���t�vmokmϑ, ;��b (5u;�05u�[05ua) kmϑ)0 oahv�st (;��b�w oahv05u�s�w oahv0iq5u_ oahv0js�[so oahv0�l_�t\�~_ oahv0 oahvyr'`nh�[)08^��^�5uϑ5ukm (�quoϑ5ukm�l0:g�hϑ5ukm�l0�p�]ϑ5ukm�l)0akm�|�~�����[�o�takm�e�b/g�{�n0n,gfnm�wy�vyef[d��n g�o��㉐g0`���n`n���t{0�|�~�����[�o�v�nwkmջ�t�n z�^03,gfn�s\o:n5up[�oo`�] z0ꁨrs0km�c�b/gn�nhvi{nn�vyepg, _n�s�o gsq�] z�b/g�nxt�s�b\o:n�f[��ir978-7-121-40666-9�_�y�q;n5ul�] z0ꁨrsnn�|ryepg�,gfns�bꁨr�hkm�b/g�v�w@x�wƌ0 oahv�stn�^(u0ǐ z�hkm�nh��tꁨr�hkm�vqq'`�b/g�s�e�su\4�r�q�[0,{1�r�n�~ oahvnꁨr�hkm�b/g�v�w,g�i�_0kmϑ��]npencyt�s oahv�vy�/�r`yr'`�th�[�e�l0,{2�r�n�~5u;�_ oahv0�s5u�b_ oahv0iq5u_ oahv�t5u�r�r_ oahv�v�]\o�stn�^(u0,{3�r�n�~)n�^�hkm0amϑ�hkm0irmo�hkm�tbr�hkm0,{4�r�n�~��]�ock�b/g0mems�b/gn�_�w oahv0z��b�nhv0�e�~ oahvq�~0y oahvpenc��t�to�kmϑ�b/g0�,gfn��:n�|�~0w��㉆nhadoopu`�|�~�v�vsq�b/g�st0o(u�e�l�t_�s�b/g, hqfnqq9�z0,{1�z�['ypenc�b/gۏl��n�i��0,{2�z�n�~�nhadoop�s�x-d�^�v��~ek��0,{3�z�n�~�nhdfs�v�g�gt��08^(u}t�n�n�sapi�vo(u�t z�e�l0,{4�z�n�~�nmapreduce�v�vsq�st0io/�^rs:g6r0mapreduce�v z_�s���p�t�[�o0,{5�z�n�~�nyarn�v�nùof0so�|�~�g0��oos��0gbl�ǐ z�s��^hv�tzookeeper�vpenc!j�w0�g�g�s�[ňm�n0,{6�z�n�~�nhbase�v�vsq�st0�[ňm�n0shell}t�n�n�sapi z�e�l0,{7�z�n�~�nhive�v�w,g�st0�w,g�d\o0hql��s�thive jdbc z0,{8�z�n�~�nnosqlpenc�^�v�w,g�i�_0mongodbpenc�^�v�i�_�t�[ňm�n0mongodbpenc�^o(u�e�l0,{9�z�n�~�n(whadoopu`�|�~-n8^(u�v�q�y�]wq, sqoop0kafka�n�sflume0h,gfn�t penc�yf[n'ypenc�b/g ,g�ynn0 'ypenc�{tn�^(u ,g�ynn�n�s���{:g{|nn,g�y�txvzuo(u, _n�s�o�n�n'ypenc�]\o�v�] z�b/g�nxt�s�978-7-04-053465-8 pencc�cn�wƌ�s�sngėޘ, c�cq�e, ng�qw��,gfnhqb��|�~0w�n�~pencc�cn�wƌ�s�s���w�v�w,g�st0xvz�e�l0�r�n�t�t�]nh�q0hqfnqq15�z0,{1�z�n�~pencr�g�b/g�v�su\�s z, kddnpencc�c�v�i�_0�[a�0ǐ z0�e�l0�vsq���w�t�^(u��v0,{2�z�n�~sqt�ĉr�w,g!j�w�tapriorii{�~xq�{�l0,{3�z(w�n�~z�{|�i�_�v�w@x n, ����s�brr0b\!k0�[�^i{z�{|�e�l0,{4�z�n�~id30carti{�qv{h�{�l0,{5�z�n�~�v�e�l�[�s��s�er{|0,{6�z�n�~vc�~0/ectϑ:g0,{7�z�n�~�n�]^y�~q�~0,{8�z�n�~яg�p�p�b/gn�m�^f[`n0,{9�z�n�~ ns^a�pencf[`n0,{10�z����ǐ�bt0!j�w ��b0!j�wċ0oi{�q�[0,{< 11012�z/f nnx�['`0!j�|'`�e�l, r r�n�~�|�|ɩ�t!j�|ɩ0,{13�z/fwebc�c, �n�~web���cr�g0�cp��|�~�t>y�nq�~c�c0,{14�z�n�~penc��yt�t�sɖs�b/g0,{15�z�n�~pencc�c�]wqn�n�t0��fn t�e�c�om�wy�vyef[ɖ��0ppt0�s�t{hhi{���ryef[d��n0-,gfn�s(u\oؚ!h���{:g{|nn,g�y�sxvzu�vsq�� z�vyepg�tyef[�s�fn, _n�s�o gsq�nxtf[`n�s�978-7-04-053639-3 pencam�e���^rr�g�eۏu\ �[%fvt, [��^epw�'ypenc�yf[nfn�,gfn�|�~����nampenc�s�^rpencxvz-n�q*n͑����vr�g�s㉳q�ehh, s�by�`�e���^r n�v�n�n�s�s0�r`pencam n�v�n�n�s�s0�vpencam n�v�n�n�s�s0�vpencam n�v�(u�n�n�g�0pencam-n�v�g�yt�e��rm��n�s�r`pencam�|�~-n�vpenc�o�bُ�q*n�, t�e�c�o�n'yϑ�w�nw�[pencɩ�v�[���s�~�gr�g0gt, ,gfn�~�q�n'yϑ�s(u�nampenc��[���vw�[pencɩ, �s�oxvz�nxt�[�� y(u02,gfn�s�o'ypenc�s�vsq���wxvz�nxto(u, _n�s�o'ypenc0�n�]zf��i{�vsqnn�vؚ!h^u�s�yx�nxt�s�o(u978-7-04-053932-5penc�yf[n�] znn�nmb�w{q�ehhn8h�_�� zso�|penc�yf[n�] znn�^��os\o�~w� penc�yf[n�] znn�|ryepg�,gfn��hqnx�z�npencnn�v�nmb�w{q�vh--�w{qf[u џ(upenc:nn�rk��� �v���r, �w�n��w{q�vh�meq�����n'ypenc�b/gnn�v8h�_�� z��n0os\o�~\penc�yf[n�] z�[��0penc�yf[n�] z�vpef[�w@x0penc�yf[n�] z�v�{�l�w@x0�^(u�~��n:ghvf[`n0s_�n�n�]zf��0�n���{�|�~0r^_���{�|�~0s_�npenc�{t�|�~8��� z\o:n'ypenc�b/gnn�v8h�_�� z, v^(w,gfn-n��~u\:yُ8�8h�_�� z�vyef['y�~, ^g�[�n��y\o:n�v�qؚ!hr�r'ypenc�b/gnn�vc_, �r�_nn�� z�vyef[�[��eko0pencnnf[u978-7-111-65288-5 ꁨr�hkm�b/g�s�nh� 5usf[ oahv�st�s�^(uxvzfk�n1rw��,gfn�|�~�n�~�n5usf[ oahv�v�vsq�b/g�s�^(uxvz, ;n���q�[s�b5usf[ oahv�v�st�t�^(u, wqsos�b5umo�w oahv05uam�w oahv�t5u�[�w oahv0�����n�e�wlso oahv0�w�n�~s|pg�e�v5usf[ oahv0�yp[oea:whe�^vfso�{ (isfet) �wsf[ oahv0�w�n�n��-�q��pg�e�v�[uirrp[�v5usf[ oahv�s�w�nrp[ps���b/gi{�e�w5usf[ oahv�v�^(u�s�su\0,gfn�spg�e��, �q�[0n�[0�(u�n5usf[�t5ur�gsf[���w�vxvz�nxto(u0,gfn�(u�n5usf[�t5ur�gsf[���w�vxvz�nxto(utp212.2978-7-03-066820-2�w�n8hx��so�vuir oahv�����s�^(u�y)r�w��uir oahv1u�nvq ��b'`ؚ0r�g��^�_0�d\o�{us�t�nhv�nn�n'yϑ�[�o, �n.^�r���t�ϑp[cqހꁨr:g5uv�gb0����ǐ z�t�w,g�vr�g�e�l, �n-n�ssoo�e�w�~s|5u����vyr�p0d,gfn�s\o:nؚi{b�!h5up[�yf[n�b/g0�_5up[�yf[n�] zi{�vsqnnؚt^�~,g�yu�sxvzu�vyef[�s�fn, _n�s�o�[�~s|5u�xvzatq���v�yx�nxt���tp23978-7-03-064876-1 ybgџ�rso�|�~�vr^_os t�c6rnos �eim, hg�^�q, h�pgw��,gfn�|�~�meq0w�����nb�t ybgџ�rso�|�~�vr^_os t�c6rnost��0�e�l0�b/g�s�[���nw����i{0hqfnqq11�z, ��hq���[y'k�b-�bn�n�r^:ghv�n�^(u�[�o, �yyr�y:ghv�n0uiru�n:ghv�n0��t:ghv�n0�n�n:ghv�ni{, gt�~t'yf[u�vyr�p, �n�~�n:ghv�n'y[��v gsq�wƌ, �k��hqb�0w�s f�n�v�qy:ghv�nxvz�t�^(u�v�eۏu\04,gfn�tؚi{b�!h:g�h5up[�] z0ꁨrsnn�v,g�yu\oyepgo(u, _n�s�o�n�n:g5ul�n�v�] z�b/g�nxto(ub�s�978-7-111-67588-4v^t�:ghv�n��fq�h, r܏o,<  h�\�\, 4t����, _r`w�jv^t�:ghv�n�b/g�n�~v^t�:ghv�n�v�w,g�wƌ�t�^(u�wƌ, ;n���q�[s�bv^t�:ghv�n�v�w,g�i�_0r{|0�^(u0џ�rr�g�w@x0monr�g0�]\ozz��r�g0��^n�r��^�v���{0�rf[���{0gy_mob_r�g0���pwh�vh�[0��]�tq��r�c6r09,gfn(u�n,g�y:ghv�n�] z0:g�h����6r ��svqꁨrsnn�s:g�h5up[�] znn32-48f[�e�vyef[, _n�s�o�vsq�b/g�nxt�s�978-7-122-38086-9 :ghv�n�b/gnzf���|�~h��~�e, �y^, hg�~zi{w�8,gfn�|�~0w�n�~�n:ghv�n�b/gnzf���|�~�v�w@x�wƌ0�]\o�st�n�s����n�^(u�[�o0hqfnqqr8�z, ;n���q�[ g: :ghv�n�v�[innr{|, :ghv�n�v�w,g�~b0�b/g�spe0�y�r:g�g�t o�r:g�g, :ghv�n�v�m�sq��r0l�sq��r0ekۏ5u�r:gq��r0�vam:o g5u�r:gq��r0�nam:o g5u�r:gq��ri{, :ghv�n oahv�v{|�wn�]\o�st0y oahv�oo`��t, :ghv�nmon�c6r0џ�rh����c6r0�r\on�wɉ�s�vsq�v:ghv�no��ni{, n t���w:ghv�n�v����n�^(u, :ghv�n�e�b/gn�|�~, ��v:ghv�n�b/g�su\~�v0,gfn�n:ghv�nf[�svq@bџ(u�v�n�]zf��i{���w�vsq.��b/g�q�s, (w�q�[�[�c n�z�q�yf['`n�|�~'`, �l͑t��n�] z�[e��v�~t0�w@x�wƌn�s�n�b/g�v�~t0�|�~����n�^(u�v�~t0=,gfn�s\o:n�yx�]\o��t�] z�b/g�nxt�v�s�fn, _n�s\o:nؚi{b�!h:ghv�n�] z0zf��6r ��] z0:g�h5up[�] z�s�vяnn^u�v�s�fn978-7-302-55364-9џ�rf[0�c6rhv����0�n:g�n�nn�^(u�[�o hg��iq, z��, ngpgw� xvi, 392u� :ghv�n�yf[n�b/gnfnwhqfnr:n�w@x�{0t���{�t�^(u�{,g n�r, ,{n�r\o:n:ghv�n�c6r�v�w@x, �n:ghv�nf[�v�w,gt��eqkb, �n�~:ghv�nf[�vsq�v�w@xt���wƌ; ,{�n�r�~twqso�����[�o�n�~:ghv�n8^(u�v�c6r�e�l; gtn�r���:ghv�n�c6r�b/g(w�n:g�n�n�eb��v�^(u0g,gfn�s\o:nؚ!hꁨr�c6r0���{:g�vsqnn�vؚt^�~,g�yu0xvzu�n�sؚ!hye^�vyepgbye��, t�e_n�s\o:n:ghv�nx�s�nxt�t�vsq�] z�b/g�nxt�v�s�(ufn978-7-302-55661-9ĉr0�c6r�s�^(u>�^tn ... [i{] w��e�]�y:ghv�n�] znnĉryepg�,gfn�n:ghv�nf[, yr r/f�v�~6t�:g�h�v�w@xt�� �v{r�q0;n���q�[s�b:ghv�nf[�v�i�q, pwh�sbc0џ�rf[0y��rf[0�r�rf[0:ghv�n�c6r�tџ�rĉr0 t�e, ��@wt��f[`n�vۏ�^, ,gfn�~t gsq�vo��n (�ymatlab) �tlhb�6t�:g�hi{�[����y�|�_�����n�n�r�[���� z05,gfn�t\o:n:ghv�nf[�vsqnn�vؚt^�~,g�yu�txvzu�vyepg, _n�t\o:n�n�n:ghv�n�b/gxvz�t_�s�nxt�v�s�fn978-7-302-57430-9 c51usgr:gzf��:ghv�n�[bxo�rw�x, 265u�,gfn�n51usgr:g:n�o, �n�^(u҉�^�q�s, ��~�n�~�nvqgr�qlx�nd��n�s�]\o�st, �n�sǒ(uc51�� z, ͑�p�n�~�nusgr:g�^(u�vt�y�b/g�[�s, �y��eq���q0-n�e0�[�e/��pe02nl���o0v^l�ibu\0!jpel�bci{, v^(wusgr:gz��b�nws^�sproteusۏl��n����n����0dky, ,gfn؏�{���n�~�n_�s�]wqkeil0pro-teusnstc-isp�vo(u0,gfn�n�[b҉�^�q�s, �����n�n�x:_�w51usgr:gstc89/stc12:n�c6r8h�_�v�y�rzf��:ghv�ns^�s, �niramr�b0�e�n~�v��t5u� �p����[:n�^(uhh�òof�[�s:ghv�n�vzf���r��, �s:n���zf��km�c�|�~�vo�lx�n�����c�o�s�npt�0�,gfn�s\o:nؚi{b�!hirt�q0:ghv�n0���{:g��o0zf��05up[5ul�sꁨrsi{nnusgr:g�st�s�^(u oahv�hkm�b/g0irt�q�c6rn��o�b/g, :ghv�n�b/g�szf��km�ci{�� z�vyepg, _n�s\o:n���{:g05up[�n�szf��f������z���v�f[b�w��yepg, ؏�s�ot{|5up[�] z0ꁨrs�b/g�nxt�t���{:g1r}y��s�978-7-313-23139-0 :ghv�n��c6r�e�lxvz�,gfn1u penc�n�^kn6r inmon�t data vaultkn6r linstedt��t��d�q, &^������n�[‰ɖ҉�n�penc�g�g�v�w,g�i�_�t�sr, /fpenc�yf[�[0r�g^�t�{t�(weq�6��k�v�_y�s���ir0,gfnr�e'`0w�c�q�~�z�r`�g�g�v�i�_, �e�x�nsq�n�sɖs�t'ypenc�v�z��, �n�s�e,g�{t�tr�gi{eg� n tl�n�v�[�o0�ǐ���,gfn, ���\�sfpenc6eɩ0�lt0�c�s0r�gi{ n t6��k�v8h�_�b/g, ۏ �f[o\'ypenc�b/g��eq�s g�v�oo`�w@x���ebpenc�n�^�|�~0 pencytxvz�vsq�nxt978-7-111-67966-0�[b'ypenc �ns^�s�g�^0r�n�n_pencr�ghg�ow��,gfn�s�n\o:n'ypenc_�s�] z^�[(ukb�q, �n�[tey��vhh�o_�s:n;n�~, �~twqso�b/gt����㉌t�[e��d\o, ��~��㉆n'ypency��v_�sǐ z-n_�s�nxt�^�wqy�v���r0qqs t7*n�z���q�[, 1�3�z;n��f[`n'ypencɩ�-d�^, ㉳q'ypency��v_�s�s�x�tџl��s�x�, ,{4�z;n��f[`nhbasepenc�^�tkafka�mo`�r, ㉳q�n'ypenc�vx[�p�t�nbc�, ,{506�z;n��f[`n'ypency��v�y�~r�g�t�[�er�g, ㉳q�n'ypenc�v���{�, ,{7�z;n��f[`nweb�b/g_�s, ㉳q�n'ypenc�sɖs�0�,gfn�npenc�o�b㉳q�ehh�q�s, �~t�n�e�npenc�{t�vyr�p, �w�neg�veeam software�v�]wq�to��n��~����n(w�npenc�{t-nt�y�e�b/g�v�[�s�e�l�t�^(u�e_0���[�npenc�{t@bb�4n�vcb�t�, �ǐn�n�]wq�v�~to(u�~�q�n�v�^�v�[��ek���t�s��^��0�~t�]wq�v�r���t�[e��^(u�s�x, ;`qq�~�q20*n�[��:y�o, �ǐneknek�vm�n�d\o, .^�r���r�[sooveeam�]wq�to��n(w�npenc�{t-n�v�^(u�e�l0penc�{t�nxt978-7-111-67960-8penc�g�g penc�yf[�[�v,{n,gfn(�) w.h. �v��, 9n<\\��g�e�lyr, �s=n����e�ew�f,gfn�s\o:n ^g�_��n㉌teq�'ypencn�n�]zf�����w�wƌ�v,g�yu0xvzu�v�s�fn, _n�s�o�nt�q���w-n�[�n�]zf���{�latq���v�] z�b/g�nxt�s�o(u978-7-115-55220-4etlpenctetnyt (kettle) �s�~g, _o�gw;n 'ypenc�nmb�w{qĉryepg0,gfn�nkettle�[�setlam z:n�vh, \etl�wƌ�pn�n�r�v�~t, m�wyw�[hh�o, �meqem�q0w�n�~�netlpenctetnyt�v�vsq�q�[0hqfnqq8�z, ,{1�z�n�~�netl�i�_�tetl�]wq, �����(w�n�etl�vsq�v�i�_t, �z;r nkbetl�]wqkettle; ,{2-6�z�n�~�nkettle�]wql�bc�vsq�v�~�n, s�b�npenc���s0��u_yt0w[�kyt0ؚ�~l�bc0���y�tň}�i{�q�[, �q�[netlam z9sm�, ��.^�r����_��c�cetl; ,{7�z�n�~�nkettle�]wq�n�r�v�vsq�~�n, ��y.^�r���2nt� n t�v�n�r, �n�s�[�s��^�v�r��; ,{8�z�n�~�n�e�n.u'�:getly��v, �ǐy��vhh�o�vb__, .^�r���\@bf[�wƌ��o/��0978-7-115-55276-1penc�yf[eq� (�) tn\�\�cp��n�_yf[`nd��n, .^�r`oۏnek�]�v,gfn@bf[0�ehr�w�npython 3.6, ͑�q�n@b g:y�o�t�nx, v^9hncpenc�yf[я�qt^�v�su\, �e�x�nsq�n�m�^f[`n0�~��f[�t�6q��yti{;n��, ���vfn�q�[n�e�oۏ0,gfn�t g�_�nb:npenc�yf[�]\o��n�s�`�n�penc�yf[�v������978-7-115-55370-6pencꁻl1glb�rw�`,gfn�|�~�n�~�npencꁻl_>eُ�y�e�vpenc_>eqq�n!j_�v�q�m�svq�v�^�v�b/g�t�e�l, s�b�vsq�v�l�_�lĉ�tpenc�ltso�|0pencꁻlso�|�t!j_0pencꁻl�b/g0penc�vnpenc�z0penc�v�����t�^(u_�si{�q�[0?e�^:gsq0o�nnusmo�v'ypenc�b/g�nxt978-7-115-55523-6 hq�vpenc-n�_�^(u�su\c_�]n�t�oo`s��oo`��o�su\�s,gfn;n��/f_�[t:s�wpenc-n�_�o��[�c, �e�o(u7b�nhq�vpenc-n�_d��n-ntt ��b0,gfn;n��s�bhq�vpenc-n�_�v�^���su\�`�q0penc-n�_�nn�b/g�v�su\���r�n�s�vsq�^(u�bl�vl��y�tb�c0(u7b�s�~tn�r�bl, �sgq,gc_�c�o�vpenc0�e�l, �yf[tt0w ��bpenc-n�_d��n0f,gfn�v;n������[a�s�bpenc-n�_�蕡{t�0penc-n�_�{t�nxt0penc-n�_�v�{�蕺nxt0penc-n�_�^��ĉr�nxt, �n�s�n�npenc-n�_xvz�vn�[�sf[�i{978-7-115-55566-3 hqt�~nm>yo�su\�v�e�r�ru�rw�,gfn��hqr r�[penc0�oo`�t�wƌۏl��n�[in�tyr�pr�g, v^����npenc0�oo`�t�wƌ�v�w,gsq�|; 6qt�n�~�npencyt�svq�vsq�b/g, �npenc�~nmf[ɖ҉r�g�npenc\o:nu�n�� }�vt��so�|, xvzr�g�npencu�n�� }�vyr�p0penc�v�n��b�f, pg_̑�'yks��s\�fw� xvi, 436u��,gfn1u�efw�y'yf[ webc�c �� z�v�q�[;`�~ �b, ;n��sq�l�g'yĉ!jpenc�vc�c0fn-ns�br^_�e�n�|�~0�vyoq�~�vc�c�t'yĉ!j:ghvf[`ni{;n���q�[0,{3hr�e�x�n�qv{h0^y�~q�~�t�m�^f[`ni{�q�[0�qnn�k���� g�[�^�v`n��, �ndkeg�]�v@b��㉄v�q�[0���؏�s�n�nq n���s�vsq�bu\d��e0< *,gfn�t\o:n,g�yu0xvzupencc�c�� z�vyepg, _n�t�[pencc�catq���v�b/g�nxt���978-7-115-55913-5 penc�yf[nfunr�g(u:ghvf[`nn�~��f[osfun�qv{ (�) l�yr�tx�w��'ypenc�t:ghvf[`ni{�vtqw�o�_funr�g���w��eg��p͑penc�yf[0,gfn��~�n�~�nfunpenc�yf[-n�vsq.�cq }, glɩ�n:ghvf[`n0�~nmf[�n�s�~��f[���w�v8h�_�sr�tgso�[��, �q�[�m�vƌ rfun?ev{-n�v͑���sϑ0�ǐ�[��kmϑُ�n�sϑ, �n�sc�c>y�n�zso�n�n�lqo�[�n?ev{�o9e�v�s�^, :n�n�nfunpenc�yf[�vpenc�yf[�[�tfun�n�x�c�o�n�_y�]wq0fn-n�ǐ'yϑpencr�g:y�o��㉂yuo)r(ur���q�,geg㉳q ybg�vpenc�yf[�0 pencytf[`n�0�]\o�978-7-115-56005-6presto�[bthe definitive guide(�) l�yr��[�r, �f_���_����l, l�n�yr�b�\"}w� xxii, 241u�w��@wtl�tn�['ypenc�[�e�g⋄v�blc�~�x�, penc�g��sr�g_�dck�s�_ n�sb:0presto/f1ufacebook_�n�vؚ'`��r^_sql�g�_�d, vq(u7bs�bnetflix0airbnb0linkedin0twitter0uberi{�w tlq�s0,gfn1upresto�v8h�__�s�nxt�sn�d�q, ye`o�|�~0wf[`npresto�v(u�l0fn-n�q�[�m�vpresto�v�[ň0����t�_0�g��d\o0gso�[��0n;n���ns^�s�v�~ti{0,gfnr:n n'y�r: ,{n�r�n�~presto�v�w@x�wƌ; ,{�n�r�fۏnek, �n�~presto�g�g0ɩ��r0npenc�n�vޏ�ci{; ,{ n�r��㉉[hqm�n�n�spresto�v�[e�(u�o0`o�s�n�ǐ,gfnf[o���[ n t�vpenc�n�_�gbl��n�n_sqlpencr�g, v^)r(upresto�{t�to(uwmϑpenc0 pencyt�vsqnn�nxt978-7-118-12152-0penc��tpef[�e�l(ps) jitendra r. raolw� xxxi, 433u��,gfn;n�����[�v2��t�q�n���wasr;mí�tmr�l�vpenc��tt��0�e�l�t�b/gۏl�����, ;n���n�~�n oahvpenc��t�i�_0penc��t!j�w0�g�g�t�su\�et, �n�~���e�l�t�w�n!j�|;����v�e�li{�eb��[penc��t�b/gۏl��n�meq�c��; �[�vhߍ*��t�n�li{penc��t�b/g0r^_��t�~�gi{�ۏl��n��:n��~�v����0,gfn؏�[�vmrck(wxvz0�su\-n�v�oo`��t�e�b/g�t�e�lۏl��n�c��, �~�q�n�vsq�v�^(u�[�o0�o�y, �~��/�i�s�o�s/�v�pyt0�n�l0rce_penc��t�|�~-n�vyr�[penc��t�g�g0�~rr�g0�v�p�npe0�qv{�t^y�~-flcga�_i{0ؚi{b�!h�txvz@b�n�npenc��t���w�vxvz�nxt�tf[u978-7-121-28634-6pench�l�] z �i�_0�e�l0�]wqnhh�o b�f, p��~z;n�n�]zf���b/g�^(u8h�_�� z�|ryepg�,gfn/f�n�]zf���b/g�^(u8h�_�� z�|ryepgknn, �ǐ�[�n�]zf��pench�l�v�i�_0�e�l0�]wqnhh�o�v�|�~�n�~, �~t�[�v�p0ɖ��0��0�e,g�t3d�p�ni{{| rpenc�vwqsoh�lhh�o�vr�gn�d\o, orf[��s�n�_��c�cpench�l�v�w@x�wƌ�t8^(u�e�l, o�nn�(w�cgspench�l�b/g4ls^�v t�e, �c�c�] zspench�l�vy��v�~�~0�{t�t(�ϑ�c6r�v�b/gn�e�l0a,gfn�t\o:nؚ!h�n�]zf���vsqnn�vyepg, _n�s�o�n�]zf��0:ghvf[`nn�m�^f[`n1r}y����, ؏�s\o:n�n�]zf��9e �gs�~y��v�vĉrn�[�e�0�n�]zf��penc g�r�nn��n�spench�l�b/g�] z�{t�nxt����t�s�978-7-121-35222-5'ypencs^�s_8^�hkmr�g�|�~�v�r^sq.��b/gxvz���yo�w�('ypenc�b/gu`so�|-n�vt{|�b/g�g�n,g���l g�s�w�v�[hq:g6r, �g�n��o(u�vrpcos��_n�l g�[hq:g6r, 'ypencs^�s�v�[hq'`b�4n@w�]'ycb, �yuoؚhe0�_�0w�hkm'ypencs^�s-n�v�^(u_8^�[�cؚ'ypencs^�s�v�[hq'`wq g͑��ain0,gfn(w�n�~�vsqxvz�]\o�s�vsq�w@x�q�[knt, ;n�����['ypencs^�s�v�^(ub\�e�_penc, xvz�ns^�s_8^�v�hkmnr�g�, �g�^�n'ypencs^�s_8^�v�y�~�hkmr�g�v�e�lso�|�s�[�e�hkm�v:g6r0xvz�n�w�npencam�n͑�i�_o�y�hkm�v�xϑf[`n0r^_�e�_�vg'y��a~�^r!j_c�c�{�l0�w�ng'y��a~!j_�v�r`ĉr�^�g�^�{�l0�w�nwebo݋am�vr^_�[�e_8^�[mo�{�l0�w�ng'y�oo`�|pe�v(w�~_8^�hkm�{�l0�w�nz�{|r�g�v�y�~_8^�hkm�{�l0�w�n�v����bl�v�r`�e���yo�['ypencatq���v���978-7-121-38293-2'ypenc�w@x ;n�n�n, _�r�[ penc�yf[n'ypenc�b/g�|r�,gfnǒ(u�wƌt��n�[��hh�o�v�~t�v�e_u\_����0(w�v�^�wƌ�p���ǐ z-n, �n�n�n(w�e8^�]\o0f[`n-n�~8^�x0r�vwqso�\o:nhh�o, �~t'ypencc�c�tyt�v�w,gt��n�wƌ, u\:y㉳q��v`t�w,g�e�l, �n ��r:_����['ypenc�vt㉌ta'`���w, ~b0r'ypenc�^(ùt�v�w,g�st�t;���_0,gfn�q�[;n��s�b: 'ypenc�i��0'ypenc`�~0'ypenc/e�d�b/g0'ypencǒɩn��yt0'ypencr�gnc�c0�m�^f[`nn�n�]zf��0'ypenc�sɖs01,gfn n�nb�t'ypenc�vnn�nn�b�nn�vit�n�x, _nb�tnf��v�~nm�{t{| ("��~fu8�{|) ,g�yu978-7-121-39044-9 'ypencs^�s�g�gn�s�w�[�spenc-n�s�^���[b?��z��w��,gfn�n'ypencs^�s�v�g�g����:n;n��, �v�~n*n2nl��n�nx�v�s�wy��v��㉌to:y�yuo(w�] z�b/gb\b��g�^s_ naml��vpenc-n�s0hqfn�m�v�^��n*nonpencs^�s@b��vt*n͑���s��, s�b�w@x���e�^��0pencǒɩ0;npenc�{t0�[�e���{0ybytnpenc�n�^0pencx[�p�s\on��^, �k*n�s���r�zb�z, �kn�z�n�~�[�^;n���v�g�g�ehh�t�b/g ��w, 6qt�~t�s�wy��v���wqso�v�[�s�~��01�g�g^, yr r/f'ypenc0penc�n�^���w�v�g�g^0npenc�vsq�vt{|_�s�nxt0cio, penc�v��v�#��n978-7-121-39056-2pencr�g^�[xq ğ�, r�s, l��e:_w�z,gfn�|�~0��~�n�~�npencr�g�wƌ�vfh�g, r r�npencr�g�v{|�w0\o(u0ek��i{�eb������nn tt��[;n�,gfn�ǐ�[���d\o�n�~'ypenc,r�s0nmn�sɖs�vwqso�[�e�ehh, qq10�z, s�b'ypenc,r�s0nmn�sɖs�i��, ,rk��i��, requests�^, beautifulsoup,rk�, ꁨrskmջ�]wqselenium, -n�w,rk�fh�gscrapy, pencx[�p, pencnm, matplotlib�sɖs, pyecharts�sɖs0fn-n�vhh�ogw�~ǐ�[������, �s�n.^�r����meqt�penc�oo`(w'ypencl�n-n�v͑���^(u0:n�e�o y`n�t�f[, t�zgwm�y0n�[�v`n��0h,gfn�s\o:nؚi{b�!h'ypenc�vsqnn�vyepg, _n�s\o:n gsqnn�b/g�nxt�v�w��yepg, t�e�s\o:n'ypencr�g1r}y��s�n�nq�~penc�[hq�{t�]\o�nxt�v�s�fn978-7-122-36987-1 pencc�cn:ghvf[`npmml�^!j xoθ�e, ğ%f��w��,gfn��~�c���npmmlĉ� (ver4.3) @b/ec�v8�y!j�w: ^y�~q�~!j�w0�qv{h!j�w0ĉrɩ!j�w0�^r!j�w0ċras!j�w0/ectϑ:g!j�w0�e���^r!j�w�tz�t!j�w0hqfn n/f�{us0w�n�~pmml��l, �/f��tt�yc�c!j�w�w@x�wƌ�t�{�l�wƌ, jtɋ_�s��yuo��o/��0w�c�c0o(upmml��, n�n��yf[`n0rh�q�vpmml!j�wh����e_, �n��f[`n:ghvf[`n!j�w�v0n�[�wƌ, �n ��q�~0w�bpmml���^(u0r��]�vy��v�[��-n0c,gfn�s�o�n�npencc�c (:ghvf[`n)0�n�]zf���|�~_�s�vo��n_�s��t1r}y�f[`no(u, _n�s�n\o:nؚi{b�!h'ypenc�t�n�]zf��i{�vsqnn�vyepg978-7-213-09737-9'ypenc c�cpenc̀t�vw�v (�e) ~g,gep*yΐw�(w�e�zso�e�n, �y�g�[�e���bs�0q nd"}�v�~�gb�@b��v n�[jt�w n�r`�0w�[hq�v�o, ��`o1\i{@w ns_�s��'t! ,gfn�v�~s_�ng�s�w�v�v'ypenc�yf[t��, �ǐ�e,g?e�^lq^�vlq_penc, ɩ-n���[���e8n�[�v�x�r0�����g�v�s`�'`0 �[ p�~nmf[ �vb�g0n�e,g'y0w�t�v�r�q0�v�[ ��v01yn�s�v nm�0t^{��n܏�yxx0hqt�s�f�0�q��0i`f�npew[�~nm�e�npenc�[�n�~nm;m�r�t>you;m�v�]'y�nepenc�nff�a; ,{�n�r/fpencc�c���w�{, vq;n���n�~'`�vr_0z�{|0sqt�ĉr0r{|n��km0�e���^ri{�eb�vr�gpencc�c�b/g; ,{ n�r/f�[���{, vq;n���nn�r�t�b/g҉�^����] g�v�yxb�g, ������nt��0r�[��ǐ<  z-n�m;rt�'ypenc�v(u��s�b/g�v,g(�0?,gfn�v����[a�;n��/f�n�nzf���oo`yt0'ypenc0�n g�ri{���w�v�yx�]\o��t^'y�] z�b/g�nxt, _n�s\o:n'yf[,g�yyepg�t�f[���(ufn978-7-301-32144-7hadoop spark python'ypencyt�n�{�l0r�[b1g%f�ew�,gfnqq�n�r, ,{n�r�n�~'ypenc�v�i�_nyr�p, �n�sxq�w�v�nn�^(u:wof; ,{�n�r�n�~�vmr�n���{-n�vn*n͑���vxvzn�^(u���w-�[hv�n, s t�^(u�[hv_�ddockern�[hv�c�]wqkubernetes; ,{ n�r/f'ypencr�g�v�w@x, _n/f'ypencr�g�b/g�v͑�p; ,{�v�r/f:ghvf[`n�vsq�{�l�v�^(u, s tscikit-learn0sparkmli{�vo(u; ,{�n�r, �n�[�o�n�~�yuoo(uspark:ghvf[`n�^-n�vos tǐ�n�{�l, eg�[�sn*n�w�nweb�v�cp��|, �n�s�n�~�yuoo(uopencvntensorflow�g�^ws�y^y�~q�~eg�[�s�w�nweb�v�n8�ƌ r08,gfn�t gn�[ z�w@x, n�[�n���{0'ypenc0:ghvf[`n0�n�]zf��atq��, ^g�b��0r�e�w�^ُno'y�nn�v���f[`n978-7-302-53243-9'ypencr�gn�s�s)r�mq��r"(�k) �lyr���kq, �]yr���h�e, (�) kq̑�e���[�^�b�lw�xv, 325u�e,gfn/f:nt���[�v��c�o�yuo\vq�~�~l��w:nwq�v)r���r�vmr�l�v'ypencr�g:g6r�v�e�l�t�]wq ��q1\0�yuo)r(u'ypencr�g�x:_fun�qv{�v�qnx�^v^�cgson�q)r�m, :ndk, ,gfn��~�����nn*n�n�nyo�yf[�v҉�^, g'yp��^0w�cؚ����[l�n�vm�[�r03,gfn�s�n\o:nxvzu0,g�yu0�yx�nxt0�y�rq�~�] z^0n�rr�g^0�{�lr�g^0o��n_�s�] z^i{�v�s�fn978-7-302-54453-1spark'ypencfun�[b n��f�q8h��[ funhh�o '`���o xx, 1303u��,gfn�q�v�ep cgqg�e�vspark 2.2x:n݄,g, �nsparkfunhh�o�[b�tspark(wu�n�s�x n�qnn@b g{|�w�v'`���o:n8h�_, �nspark�q8h��[:n�w�w, t�e(whqt'ypencfnm|-n��!k���spark�o�r�n�_�v�e�^yt�^flinthh�o�[b, v^��~���sparkneg�google�v�]�~/fnlu�m�^f[`n�v�n�[h�q�vtensorflow�v�m�^tet0(wspark�q8h�r�n�s�na�w�v�[bhh�oeqkb, hqb��m�v�nspark 2.2x�eyr'`vr�g0spark�vupb�8h�_�c�srdd�tdataset0,gfn�t@b�nsparkf[`n��t�nn�nxto(u978-7-302-54721-1 'ypencr�g�b/gn�^(u�[�� �s�[�e, p�r`, hgk�w� xiv, 221u�1,gfn��hq�n'ypenc�b/g�i���q�s, �~�q'ypenc���w�v�b/g�i���s�vsq�^(u:wof, �n �o����['ypenc�i�_ gnpf�v��ƌ; vq!k, ,gfnǒ�stop-down!j_, hq�n���{^jtُnwq g�nh�'`�v�^(u�[��@wkb, �f'ypenc�b/g/f�yuo�^(uv^�s%che(u�v; �q!k, �o!k�n�~'ypencǒɩnyt0'ypencx[�pn�g�0'ypenc���{nr�gi{sq.��b/g; gt, \sq.��b/g_3u0r$n{|͑���v'ypenc�^(u�b/g: n{|/fspark�t:ghvf[`n�^(u, �sn{|/fpenc�sɖs�^(u0�ndk�g�^�nn*n'ypencr�g�b/g�v�w,g핯s0d��n�q�[�v핯sso�|kny, ,gfn�v�sn'yyrr�/f\y��v�[���b㉍��nty�sq.��b/g-n, �n ��[�st��n�[���v g:g��t, �n�� �e�]�y �^���v�����bl0e,gfn�s\o:nؚi{b�!h���{:g{|nn�v'ypencr�g0�^(u�eb��vt��b�[���� z�vyepg, _n�s�o�f[��s�n�n���{:g�^(u0'ypenc_�si{�v�] z�b/g�nxt�s�978-7-302-54750-1 'ypenc�sɖs�b/gn�^(uğ�n, ���ej�, �_�sʉ;n�,gfn;n���n�~'ypenc�sɖs�v�w,g�i�_�t�v�^�v�b/g�^(u0hqfn�q�[qq10�z, r r:n'ypenc�sɖs�i��0'ypenc�sɖs�st0'ypenc�sɖs�e�l0penc�sɖs�]wq0excelpenc�sɖs0tableaupenc�sɖs0echartsnpyechartspenc�sɖs0pythonpenc�sɖs0'ypenc�sɖsl�nr�g�n�s'ypenc�sɖs�~t�[��02�s\o:n'ypenc0�n���{0o��n�b/g0�oo`�{t0���{:gq�~i{nn�vyepg, �s_n\o:n'ypenc1r}y��v�f[�s�fn978-7-302-55062-4 pencc�c�e�ln�^(u�_�*tw��,gfn�n�^(u:n�[t�n�~pencc�c�v�vsq�]wq0t���t�e�l, s�bpencc�c�i��0pencc�c�]wq0pencnpencs^�s0penc��yt0sqt�r�g0�qv{h0��s�er{|�t^y�~q�~0�ǐ�_�^nۏ0w���pencc�c�so(u�v�]wq0pencx[�p�sr�g�s�x0�s�ypenc�s��x[(w�v��s�v�^�v��yt�e�l0pencc�c�~xq�{�li{�vsq�wƌ, o����[pencc�c gteso�v��ƌ�t�n�08�s\o:n�~��f[0'ypenci{�vsqnnؚt^�~,g�yu�sux�xxvzupencc�c�� z�vyepg, _n�s\o:nvq�npencc�c1r}y��v�s�(ufn978-7-302-55130-0'y݋penc�yf[ 'ypencn:ghvf[`n�[bh��e$�w� ,gfn�n�ryr�v�e_���penc�yf[, ��������s�n{�~gf[`npenc�yf[t��, �s�s�n�rkb (kb�{�t:g�{) zppenc�yf[�[b0,gfnyrr�: hqi_ps7r, �vb_0h�yo�w��:g�gyepg978-7-302-55196-6scala�tspark'ypencr�g�qpe_ z0pencam�t:ghvf[`n(�_) ��nb\�as̑�y, (�) �ȇ��\�?��bw� xviii, 601u��,gfn�n�~spark�^(u_�s�vb�t�[a��t�qpe_ z�i�_, ����rdd�tdataframe�w,g�ba�, �����yuoo(usparksql0graphx�tsparkeg_�s�sibu\�v0�[��vam_�^(u z�^, gt�n�~�v�c0m�n0�ջ0kmջ�t_�si{ؚ�~;n��0�ǐ,gfn�vf[`n, `o\��o(usparkr�tpyspark api_�sspark�^(u z�^, o(uzeppelinۏl��n�n_pencr�g, o(ualluxioۏl��qx[pencyt, \�{_t�spark, v^���[wmϑpencgbl�hqhpencr�g, g�~b:npenc�yf[�[0978-7-302-55363-2'ypenc�b/g �fm, y[�s܀w�19, 334u��,gye z�i���n'ypenc z�w@xlinux0java0sql0scala�tpython0�n�[�o����wƌ�phadoop hdfs0mapreduce0hbase0spark0spark sql0redis0mongodb0neo4j0tableau0echarts�tpyecharts, v^���[�k*n�wƌ�p�|�_�����n�vsqhh�o0@�s\o:nؚi{b�!hpenc�yf[n�b/g0���{:g�yf[n�b/g0�oo`�{t0o��n�] z�t�n�]zf��i{�vsqnn�v'ypenc�� zyepg, _n�s�o�vsq�b/g�nxt�s�978-7-302-55373-1 'ypencyt�b/gn�^(um_ۏ��, _��w��,gfnqqr:n10�z, ;n���q�[s t�nt�q'ypenc�i��0�nt�q'ypencǒɩn���s�[b����0zp}ypenc��yt�v�[b�e�l0penc�vsq'`r�gn�vr_r�g�vğё�lr0�yuo)r(usqt�ĉrۏl�'ypencc�c0'ypencr�g-n�v�v�y8^��r{|�{�l0'ypencr�g-n�v�v�y8^��z�{|�{�l, �n�s��~�~^y�~q�~�{�ln�n�]^y�~q�~�{�l0�nt�q'ypencr�g�^(u-�n�t*n'`s�cp��|�~0'ypencr�g(wwqsol�n-n�v�^(ui{0>�s\o:nؚi{b�!h'ypenc0�n�]zf��i{�vsqnn�� z�vyepg, _n�s\o:n�n�npencc�c0:ghvf[`n�]\o�n�svq�n�vsq�] z�b/g�]\o�nxt�v�s�fn978-7-302-55509-4spark'`���on�str�g t�n�, 퐇[iqw��,gfn;n���n�~�nsparkџl��st�s'`���o�v�vsq�[��, hqfnqqr:n�n*n�z��, �nsparkfh�g�q��sy�џl��s�x n t�v҉�^r�gspark'`���o�vǐ z0,gfn(wt���r�c�o�n'yϑ�v�i�_�st�v0џl�am z�v, (w�[���r�c�o�n'yϑ�v:y�o0������['`���v��� n�n�n\pyu(w�spe����vb\b�, �/f�f��t��k*n�spe�v�o9e�[ z�^�v�q�џl��nu�n�t�nq_�t0?,gfn�e�s�n\o:nspark_�s�f[`nc�[0�meqt�spark�q8h0�o�[���v�s�, _n�s�n\o:nؚi{b�!h���{:gno��n�vsqnn�vyepg978-7-302-55732-6'ypencr�g (ps) ^x�s�?��g�nw�xv, 471u�'ypenc�|rnfnr,gfn�q�[;n��s�br���svqs�v�[ň�e�l0r�c�s�tr}t�n0�yuoo(u n tpenc�n�vpenc0r{|0z�{|0sqt�ĉrc�c0�vr_0�e,gc�ci{0,gfnqq g12*n�[e�hh�o, s�b�oi�:kȋ�hkm0�[7bm�[r�g0�.u��km0�o(uas�m9�l�:n��km0�[amϑ��kmi{07,gfn�s\o:nitnn�n�x0pencr�g^0< beu��r�qv{�0funr�g^�v�f[(ufn, _n�s\o:n���{:g�vsqnn,g�yu�vyepg978-7-302-55753-1�[�en;n xiii, 303u�d,gfn�|�~�n�~'ypenc�w@x�wƌ�t�vsq�b/g0hqfnr:n'ypenc�w@x0'ypencx[�pn�{t0'ypencǒɩn��yt0'ypencr�gnc�c�t'ypencs^�shadoop�[��n�^(uhh�o5�{ (16�z) ;n���q�[s�b'ypenc�w,g�i�_, 'ypencx[�pn�{t�i�_�s�b/g, 'ypencǒɩn��yt�b/g, 'ypencs^�shadoop�w@x, 'ypencr^_�e�n�|�~hdfs, 'ypencr^_penc�^�|�~hbase, 'ypencr^_penc�n�^�|�~hive, 'ypencmapreduce���{!j�w, 'ypencspark���{!j�w, pencmapreduce�w@x�{�l, 'ypencsqt�r�g0r{|0z�{|xq�wpencc�c�{�l, 'ypencs^�shadoop�d\o�[��, 'ypenc��km�^(uhh�or�g, �n�s�fiqxdata'ypencs^�s�g�g0sq.��b/g�svq�^(uhh�o0.,gfn�s\o:nؚi{b�!h���{:g0o��n�] z0�oo`�{ti{�vsqyepg, _n�s\o:nit�] z�b/g�nxt�v�s�(ufn978-7-302-55786-9�e,gpencc�cnpython�^(u rё�\, ��gsnsw��,gfn�n�~�nb�t g�r:ghv�n�n:g�n�n�vɖɉƌ r�b/g, vq;n���q�[s�bɖɉƌ r-n�vsq.��b/g0�n8�h��`ƌ r�b/g0�nsokb�rƌ r�b/g�t�nso�r\oƌ r�b/g0vq-n�n8�h��`ƌ r�rs�b�n8�ꁨr�c�s�s�n8�yr�_�c�s0�e�vcwyr�_ ��b�e�l�t�n8�h��`r{|hv����; �nsokb�rƌ r�r;n��:n�nsoy�`kb�rƌ r; �nso�r\oƌ r�rs�b�w�nџ�r��ϑam�v�nsoџ�rr�g0�w�n�h�^yr�_l�bc�{�l�v�r\o�hkm�sƌ r0�w�n�v�p�r���]r!jg�v�r\oƌ r�t�w�n n�s�ws�y^y�~q�~�v�r\oƌ r02,gfn�s\o:nؚi{b�!h�vsqnnxvzu�t,g�yu�vyepgb�s�(ufn, _n�s�o�n�n �vsq���wxvz�v�yx�]\o��s�978-7-5661-3015-0 ,r�x:ghv�n�~�giqɖɉߍ*�  _�z�v, �[*m�mw��\o:n�~tɖɉ oahv�v8h�_�b/g, �~�giq�b/g^�l(u�n�]n:ghv�n���w0,r�x:ghv�n\o:nn�yyr�y\on��y, 8^(ueg�n�f�nxt�]\o(wؚzz0�{s�0'y�w�[hvi{ؚθi��v\on:w@b, gbl��hkm0 q�c0qe�ci{�n�r0�vdk, ��bl:ghv�n�_{�wq gؚ�|�^�v oa�|�~�t3zep�v�c6r���r0,gfnb�tgbl��]n�e_c�c$o�hkm�v,r�x:ghv�n, �n�~�giq oahv����0pew[�v�pyt0r:ghv�nɖɉ�c6r n*n�eb��c��nwy:ghv�nɖɉߍ*�0�c6r�|�~, �e(w:nθ:gtxr{0��'y�w�s�r�[hv09�6�9ygi{'y�w q�c:w@b�c�o�e_c�c$o�b/g0m,gfn�s:n�n�n�~�giq����0:ghv�n�c6r0���{:gɖɉ���wxvz�v�] z�b/g�nxt�s�yx�nxt�c�o�b/g�s�, _n�s\o:n���{:g0ꁨrsnn�n�n:ghv�nxvz�et�vf[u�v���ryepg978-7-03-062800-8zz��:ghv�n(wh��d\o�r�rf[n�c6r o�b, -�%f�g, u�3�w�*�)y:g�gؚ�s`������b/g�svq�^(unfn�hqfnqq7�z0,{1�z:n�~��, ,{2�z�n�~zz��:ghv�n�r�rf[�w@xt��nr'`0�g'`:ghv�n�r�rf[!j�w�[�s, ,{304�zr r�n�~zz��:ghv�n(wh�uc���tňm�ǐ z-n�v�r�rf[n�c6r, ,{5�z�n�~�w�n:ghv�n�g'`�k7r�vzz����n�vh�m�e�c6r, ,{6�z�n�~&^�}��vzz���g'`�qyo:g�hh���ߍ*��c6r, ,{7�z�n�~zz��:ghv�n(wh��d\o�vhǐ z-n�v�`'`�spe��ƌ�0=,gfn�s�o�n�n�c6rt��0zz���|�~�����vxvz�nxtn�] z�b/g�nxt�s�, _n�s\o:nؚi{b�!h�vsqnn�vxvzu�tؚt^�~,g�yu�v�s�yepgtp242.4978-7-115-54761-3 zz��:ghv�ne��d\o�|�~�s�c6rsystem and control �h�e, �sf[&�, h��zw�zz��:ghv�n�|r�,gfn��hq�v~��nzz��:ghv�ne��d\o�svq�c6r�b/g�vxvzain�t�su\�s�r, 6qt����nzz��:ghv�ne��d\o�|�~�����t�s��e��d\o�|�~!j�w�s'`��r�g, v^(wdk�w@x n�[�vb_��km�nw�sџ�rf[�spe��ƌ0zz��:ghv�ne��d\o�c6r�v�vsqt���svq�e�lۏl��n��~�n�~, gt�[zz��:ghv�ne��d\o0wb������b/g�s0wb��[��xvzۏl��n���0fn-n�vt���e�l'}�[�~t�[e�, �s(u�n㉳qzz��:ghv�n(wh��~ň0�~�bi{�|�~e��d\o�b/g�0@,gfn�e�s�n\o:nؚi{f[!h*�)y{|0ꁨrs{|i{�vsqnnxvzu�vyepg, _n�s�n\o:n�n�nzz��:ghv�ne��d\o�b/gxvz�s�^(u�v�y�b�]\o��v�s�fn978-7-115-55135-1 zz��:ghv�nzf��a�w�b/gς�^ns, hgfim, �so�w��,gfn/f�w�n\o�(w:ghv�na�w�s�d\o�et�v�gxvzb�g, �~t�v�qy(wzz��:ghv�na�w���w�vhq�e�^(u�q �b�v0;n���q�[s�bɖɉa�w�w,g�st0�ɉ/�rɉa�w�st0zf��ɖɉa�w�e�ln�b/g0:ghv�n�/�rɉzf��a�w�b/g0zz��:ghv�ny�s��oo`��t�v�n:g�[݋�b/g0gb��]ɖhvɖɉ�[mo0zz��^�t\o�vhɖɉa�wi{0,gfn�nt��0�{�ln�^(ui{�eb��[zf��a�w�b/g�vxvz�meqem�qۏl��n�~, �[zz��:ghv�na�w�b/g�vxvz�t�^(umr�lۏl�r�g, v^�c�q*geg�v�su\�et0�n�nzz��:ghv�n�b/gxvz�s�^(u�vx�s�nxt978-7-5682-9147-7space robotics yaobing wang xvii, 363u�space science and technologies~zz���yf[�t�b/g�qhr�n勆��w�vn�|rg�eۏu\�tb1\--ŏ��t^�ck_0�[�m�v�n^�l�vf[�y�tnn, �o͑�n n*n;n���eb�: sq.�t��0�w,g�[�s�e�l�t�[e��] z�^(u0�[s�bfo np��nt���t�^(u�v;`so�|�~����0p[�|�~����0;n��zz��ޘl�hv/e�d�b/g�n�s�vsq�] z�[�e�v�{t0 :ghv�n�vsq���wxvz�nxt978-7-03-065260-7 zf��:ghv�n�c6r�|�~����ye zy�e��e�n:g�|�~;nng�dnf�ؚi{ye��:ghv�n�] z�|ryepg�hqfnr:n3�r, qq13�z0vq-n, �w@x�{1u,{1-3�z�~b, ;n�����:ghv�n�c6r�|�~�m�s�vpef[�w@x�svq�w,g���p0�����{s�b,{4-9�z, ��~�n�~y�e�ޘl�hv�vџ�rf[�e z0�r�r�|�~�^!j0�y`kmϑ0�y`0o��0�c6rhv����n3z�[�c6r0�[���{:n,{10-13�z, �npixhawkޘ�c�|�~:n�o, �n�c6rhvlx�n�|�~����0o��n����0�nwn�[���v�eb�ۏl���~�v���, o�����y�_�0w�c�cy�e�ޘl�hv�c6r�|�~�v_�s`�0����ek���s㉳q�ehhi{0c,gfn�s\o:n:ghv�n�] z0zf��6r ��] z0�n�]zf��0ꁨrsi{nnؚt^�~,g�yu�sxvzuyepg, _n�s\o:n�vsq���w�yx�nxtn�] z�b/g�nxt�v�s�(ufntp242.6978-7-03-065568-4 �s�v�zsoɖɉt���s�^(ungc�nsw�978-7-5088-5713-8 �ljmq��r4lb�:ghv�n ngtf, �^�u��i{w�xii, 254u�, [12] u��vhr���y0nw� xvii, 470u�,gfn/fn,g�n�~�m�^f[`nt���t�[b�^(u�vye z, hq�npef[�w@x�t:ghvf[`n�w@x�q�s, cgq^y�~q�~�v�b/g�su\fh�g1uf0r���ek����m�^f[`n�vt��, 6qt�q�ǐ�[���r, ��~�ʑ�m�^f[`n�v�^(uhh�o, ������e���n��m�^f[`nt��, �s��f[oo(u�m�^f[`nfh�g, �[�s��]�v�m�^f[`n!j�w0;n���q�[s�b�m�^f[`n�v�su\�s�s0usb\a�whv0�~'`^y�~q�~0bp^y�~q�~0�m�^f[`n�{�lws�y^y�~q�~cnn�t��w�e���_q�~lstm, �n�s�m�^f[`n�{�l(w�v�p0�6q��yt�t󗑘�o�s n*n�eb��v�[e��^(u0vq-n, hh�o�[b�ro(u�v�m�^f[`nfh�g:ntensorflow 2/keras0-�s\o:n�m�^f[`n/�n�]zf���b/g1r}y�b�vsq�]\o�nxt�v�w@xyepg, _n�s�n\o:nؚ!h�vsqnn�vyepg978-7-122-37849-1scikit-learn:ghvf[`n�� xoθ�e, xo/tqw��n�]zf��_�snfn�,gfn;n���q�[s�b:ghvf[`n�n�~, numpy0pandas0scipy�^0matplotlib (�sɖs) �v*n�w@x!jww, scikit-learn�{�l0!j�w0�bt0ǐ�bt0 k�bt0!j�w'`���^ϑch0pench�qs0^��~'`l�bc0�yces, �n�syr�_�b�s�tm��~�vt�y�e�l, s�byr�_�t ^0�e,gyr�_�b�s0yr�_z�ti{0�t�n�n'ypenc0pencc�c0:ghvf[`ni{�n�]zf�����w_�s�vt{|�nxt978-7-300-29078-2 �w�npython�v�[�s 4t�ukn, _oew��w�npython�vpencr�gnfn��m�^f[`n/fn�y�n�]zf��, !j�n�n�ytpenc�tr�^(u�n�qv{�v!j_�eb��v�]\o, yt(u�n�hkm�[a�0ƌ r��0�ы���tۏl��qv{�vpenc0,gfn/f�m�^f[`neq蕧~yepg, g�n nyr�p: 1.1uemeq�m, �[�ng�w,g�vusb\^y�~q�~0ryb\^y�~q�~�vmrt�stt o�d��, �nlq_0r�nxbaۏ6�, zp�n�{_�v�ʑ, f�nt��s nkb02.(w�w,g!jww�n�~knt, �[�nt�y�f ybg�v!j�wv^ n�b�l�n�~��, �/f@w͑�n�~vq tin, �����@w��xw��,gfn�|�~0w����n�;n4l n:ghv�n�v����nos, hqfnqq9�z, s�b�;n4l n:ghv�n�����i��0;`so�����w@x0'`��r�g�e�l0�����ehhċ�n0�] zost��n�{�l0�~�g'`��os�e�l04l�r�r'`��os�e�l0���ehh�t5���vos����0yf[�y����os�e�l0�q�[�w,g n���v�n�;n4l n:ghv�n����n���et�v�wƌ0b,gfn�s�o�n�nauv;`so����xvz�s�^(u�v�y�b�nxt0�;n4l n:ghv�nl�n�vsq�b/g�nxt�n�sؚi{b�!h�vsqnn�vye^0ؚt^�~f[u�sxvzu�s����978-7-5088-5814-2 4l n�nuzf��:ghv�n �u�o�_, 4tcktq, -�lw�xii, 220u�, [11] u��vhr�,gfn�v�~4l n�nuzf��:ghv�n, �|�~����n\o�@bx�s�v�nu:ghv|�0�nu:ghv4l�k�t$nh:ghv�n�v�|�~����nzf���c6r�b/g, ;n��s�b: :ghv|��v�nu����nџ�r�c6r0;n�rɖɉߍ*��|�~0�vhߍ���c6r0 n�~ߍ*��c6r0:ghv4l�k�v�nu����nzf���c6r0$nh:ghv�ny!j`џ�rnl�:n�c6r0,gfn:nwm m:ghv�n����nzf���c6r�c�o�n�e�l�t�b/g�s�, _n:nzf��:ghv�n< xvz�c�o�n g�vpt�0[,gfn�s\o:nnf�ؚi{b�!h�oo`�yf[0ꁨrs0:g5u�] z�s�vsqnn�n�n4l n�nu�swm m:ghv�nxvz�vye^�t�y�b�nxt�v�s�fn, _n�s\o:n�vsqnnxvzu0,g�yu�t�] z�b/g�nxt�v�yx�s�d��e�t���r��ir978-7-5088-5819-74l n:ghv�n4l�r�rpe,gfn�s�o9�6�nwm m�] z0:ghv�n0ꁨrs0�c6r�yf[n�] zi{nn�vؚt^�~,g�yu0xvzu, �n�swm m:ghv�n���w�vsqxvz�nxt����s�978-7-5088-5870-8 4l n:ghv�n�^!jn�nw�b/g r_ht, u� mi{w�xii, 231u�, [8] u��vhr�,gfn�|�~0w�n�~4l n:ghv�n�^!jn�nw�b/g�v�st0�e�l�t�^(u0��hq�n�~4l n:ghv�n�v�s�n�^!j�w@xt��n�e�l, s�b:gt�^!j�l0�c

k;nam�vrpas^�s--uipathnblue prism:n�w@x, kb�bkb��㉂yuo�[bn*nrpay��v0,gfn�q�[�meqem�q, �~t'yϑn�r:wof, �m�v_�srpa�n�t@b��vt*n�eb�0�[�nss\�beqam zꁨrs�v�b/g�nxt�t^��b/g�nxteg�, ,gfn/fn,g n�sb:�v l��rcws 0"lq�s�qv{b\b�{tb\; am z�[�e�nxt; z�^xt; �[rpaatq���v���978-7-121-39995-4rpa (am zꁨrs:ghv�n) eq�kb�bkbye`o�^(uuipathꁨrs�]\o�gzow�xi, 189u��rpa�s�n24\�e n���e0w�]\o, .^`o�[b(w���{:g n gĉr0͑ y�v�d\o, (u�n�cؚ�]\ohe�s0rpa/fn*n�e�]wq, �on�r�nxto(u, 1\�pexceln7h, *geg�s���n�n���0rpa�f/fn�y�el�n, ُ�yl�ns t9�y҉r�, b_by�y�e�v�]\ol�mo0 n(u�q�nx, rpa1\��^� z�^xt�b g�noam zꁨrs�v���r0,gfn/frpaf[`n��veq��s�fn (�nuipath0uibot0�nib0automation anywherei{�]wq:n�o)0 �`���ǐrpaeg.^��]ۏl�5u�ꁨrs�d\o (eq�4ls^) �v�nuo�n978-7-302-55457-8 �n�n:ghv�n�stn���� џ�rf[0^y�~�rf[nџ�rĉr'(�) ~����[�/o�_, 'yks�w. �[pqkq�g, (�r) �eyy�e. s|\�~w��,gfn/f��v^�vt�]f[b�etienne burdetye�c0david w. franklinye�c�ttheodore e. milnerye�c(w^y�~�c6r�t:ghv�n���wyt^xvzb�g�v�y/}, �nџ�rf[0^y�~�rf[�tџ�rĉr n�eb��[�n�n:ghv�nۏl��n�|�~ �%n(��v����, v^ cgq�_�^nۏ�v�sr, �[џ�r^y�~�c6r0�����rf[0sq��џ�r0џ�rĉr0:y�o�^(ui{�eb�u\_�n%n(��v���, �q�[�meqem�q, t��n�^(u'}�[�~t, wq g�_ؚ�vt��c�[�nk'ypenc8^(ur�g�]wq�v�w@x z�wƌ�s�[���d\o0l,gfn;n��b�t(w!h,g�yu0xvzu, �n�s���c�csas0r��0stata�tpython�vpenc�]\o�, �q�`�v*no��n�v�nan*nn�`��(w�w�e���q�c�cvq�no��n�v���, _n�t;s�yf[u04n�^;subo�o�nxti{;s�u�vsq�nxtf[`no(u978-7-302-57569-6�yuo����0_u\�t�oc ghe�vpenc�lt��r (�) �~���b�_)rw�penc�lt/f�[�spew[beu�v͑���w@x, _n/f�o��penc(�ϑ�vsq.��v }0,gfnhqb��n�~�npenc�lt�vt�_0�r�v0�[���e�l�ssq.�b�r�� }, /fn,g n�sy�_�vb�t�[���vpenc�ltcws, ��y ghe.^�r�]�~_�y͑ɖpenc�lt�vt{|onr�[\penc�lt=�0w, �cgspenc(�ϑ, �n ��f}y0w���spenc�ny�n�zsol�:nr�gnzf���n����w-n�v�^(ur�e, 拞[0w�����n'ypenc�^(u�vr�e�e�ln�b/g~, :n'ypenc�s�x n�vxq�wl�n�^(ur�e�c�o�n g�v�vt��c�[�t�b/gpt�0,�e�s�n\o:n'ypenc�vsqnn�v,g�y0xvzuyepg, �s�s�n\o:n'ypencxvz���w�yx�nxt�vt���s�978-7-5667-1664-4;nyor`��, ��h� �, �s�^��  �sr �w�nmb�w{qo�yyepgw,gfn;n��s�b�n���{�t'ypenc�{�n0z��bs�b/g0r^_'ypenc�|�~hadoop0r^_�^(u z�^os� g�rzookeeper0r^_���{fh�gmapreduce0r^_penc�^hbase0penc�n�^hivepenc���y�]wqsdoop0�[�epencytspark0:�s\o:nؚi{b�!h�v'ypenc0�n���{0�n�]zf���s���{:g�vsqnn�vyepg�t�s�fn, _n�s\o:n'ypenc1r}y��vf[`n(ufn�t�f[�s�fn978-7-5680-4936-8�,gfn�v�~hadoop�b/gۏl����, ;n���q�[s�b'ypenc�b/g�t�g�g�v�n�~0hadoop�s�x-d�^0hadoopr^_�e�n�|�~ (hdfs), hadoopr^_���{fh�gmapreduce0hadoopd��n��^fh�gyarn, hadoopr^_penc�^hbase0penc�n�^hive, r^_�[�e���{fh�gstormi{�wƌ0gt, ,gfn'}�[�~t�[e��^(u, �w�n�q*n�~thh�o�f�t�[���c�p�q tёϑas���v_�s�~��0/,gfn�t\o:n���{:g0'ypenci{�vsqnn�vyepgo(u, _n�s\o:n�n�n'ypencr�gnџ�~�nxt�vn�r�s�fn978-7-5682-9617-5�w�n�n�g�g�vzf��kmջ�|�~sq.��b/g�s�^(u ���xpg ... [i{] w��,gfn���[�s g�b/g�g�g n�vꁨrkmջ�|�~x[(w@wkmջhe�s�tkmջd��n)r(u�sopno, kmջb,gopؚ, �[��]�e�lؚhe��^'yĉ!jv^l�kmջ�^(u:wof�v�, pt��n���{�vt�_, \5up[pench�e�v`�^egb��['ypenc, �n�'ypenc, $\vq/f�[penc�{�l�ocoea�^�t(��u0'ypenc�vsq�nxt978-7-5692-6929-1b�ty�~�mt^\'`penc�vz�{|r�gt��n�{�l�qۏgw�a,gfn;n���q�[ g: _��; z�{|r�g�vt���w@x; b�ty�~�mt^\'`penc�v�rcgz�{|�{�l; b�ty�~�mt^\'`penc�v�rcg!j�|z�{|�{�v�li{0pencytz�{|r�g�vsqnn�nxt978-7-5692-7672-5b�t ybg�|�~�����v'ypenc�{tnr�g�b/g�[3t, z:_w��,gfnb�t'ypenc�vsq�b/g�e�l(w ybg�|�~�������w�^(uǐ z-n�v��y�yf[�, �|�~0w�n�~�n ybg�|�~����n'ypenc�vsqxvz���w�s�r0'ypenc�{tam z0'ypencr�g�b/g0b�t ybg�|�~�����v'ypenc�^(us^�s�n�sypencr�g�e�lɩb�v ybg�|�~�����b/gi{0dky, ,gfn؏�n�[���^(u:n_�[, ��~�n�~�n n*nb�t ybg�|�~�����v'ypenc�{tnr�g�[��hh�o07,gfn�e�t ybg�|�~�����yf[���w�t'ypenc�vsq���wxvz�nxt����s�, �s�t(wonn�~�n�n�b/g�s�^(u_�s�v�nxtf[`n978-7-5760-0272-0pencr�gn'ypenc�[���[��c�[;nh��_�nq,gfnqq g20*n�[��, r r:n: htmlqu��w@x; python z�^����eq�; 8^(upencɩ�v���s; q npenc�v,r�s; pencnm�[��; penc1�oe; pencɩbso��i{0),gfn�tؚi{f[!h�e0�s0�t0�l0yei{�e�ynn, �n�sё��0�~��0�{t{|fu�ynnf[u978-7-5760-0404-5 penc�yf[n�] z�[���so, r�ww�d,gfn�v�~penchqu}thtg�n�~�npenc�yf[n�] z�v�w,gt��, wqsos�b�v�r�q�[: ,{n�rpenc�yf[n�] z�i��; ,{�n�rpencn���{�v�w@x���e; ,{ n�rpencr�g�v�stn�e�l; ,{�v�rpenc�^(un>yo�0 penc�vsqnn,g�yu978-7-5760-0696-4 pencr�gn�sɖs�[��;n1goe 'yf[���{:g�|ryepgh,gfn�nt���~t�[���vb__, �c���npenc`�~(w'ypenc�e�n�v\o(u�s�^(u, �����npencr�g�v�e�l, �ǐ�[��so���c�cpencr�g�e�l�tpenc�sɖs�e�l�^(u0 pencr�g�vsqnn���978-7-5008-7511-6penc�yf[(�e) ~g,gep*yΐ, gpb�r�gxtw��,gfn/f�sfpenc�yf[0\=\u悄v masked analyze (�n n�{�ygpb�r�gxt) �t~g,gep*yΐ�n�n:n�n���n�[funpenc�yf[eq�ng�_ts*g�_0rt�`�~�g, beu g n�`?ats�~�n_�y��w�[�_�v����n��yt�funpenc�yf[ ��q�v0�ǐ,gfn, ����s�n�n��vuo�y�s�vo�]\o�e�lz�)r_u\? ,geg�^�yuoџ\o? �vdk, �nt\ُ7h�su\i{ gsqfunpenc�yf[�vǐ�s0�s(w�t*geg0tp274-49978-7-309-11592-5 ga�nqq�n penc�`����j\ nwmؚ!h_>epencr�exvz'y[�penc���eɩ _����;n�,gfn/f ga�nqq�n ��j\ nwmؚ!h_>epencr�exvz'y[�b�gu[s6��k�vn*n͑���~b�r0hqfn;n��r:n n*n�r, ,{n�rtet�n�c��'y[�pencɩ�v8�{penc���e, �nck_penc�qhr�vb__!p�[ؚ(�ϑpencd��n�v_>eqq�n; ,{�n�rɩ-nu\:y10yo�{'y[�o�y��vy\o�t, (w;`�~'y[�\o�t�v t�e, :n�fy�vpencq��rxvz�c�opt��tc�[; ,{ n�r�nd�u_�vb__, �n�~�n'y[�_u\�vǐ z, �ng:n*geg�fypenc�z[�i{0n�[b__�vpencd��n_>er�e�^(u�c�o�s�0 pencyt�vsq���wxvz�tp274-53978-7-115-56157-2 hadoop 3�[bcws�,gfn;n��r�ghadoop 3.2.0�v�eyr'`�t�e�r��, qq5�z0��hq�{us�n�~hadoop, ��r�c�hadoop< �v����[�[ g*n�w,g�n�; �c@w�n�~�vmro(u�k��y�vr^_�e�n�|�~hdfs, �q�[�m�snamenode�v�st0ha0hdfs federation�thdfs 3.0-n�e�x�vyr'`; 6qt�n�^(u�{t�td��n��^ُ$n*n�eb��n�~n*n�(u�vd��n�{ts^�syarn; �qt�����yuo(wyarns^�s-nџl��^(u, �k�y�yuo\�^(u���y0ryarns^�s, �n�s^�hadoop�v�^(u/f�yuo|q�[yarn!j_�v0gt, fn-n�~�q�nn�n�]\o�[bcws, s�b�yuo-d�^n*nu�n�s(u�vhadoop 3.0ɩ�; �yuo\�s ghadoop 2.0ɩ�gs�~0rhadoop 3.0, �svq(wgs�~ǐ z-ng�0r�v�; �yuo���[hadoopۏl��n!k_�s, v^�sn>y:s, t>y:s!�.s�nx; n*n'ypencs^�s�^wqy�t�n�_y�~�ni{0 ,gfn�thadoopx�s�] z^0џ�~�] z^�n�spenc�n�^�] z^���tp274-62978-7-121-38925-2�b noffer pencr�g^bll�b�ջcws�_��w�xvi, 196u�, [1] �s�vhrb,gfn�ǐ���b�ջ�t*geg�[e��]\o-n@b����v�wƌ�t�b��0hqfn;n��r:nb�ջmr�v�qy0b�ջ�e�v�b�]0b�ջ-n@b�wqy�v�wƌ�py0 z�b���t�[b�wƌ�n�sۏnekf[`n�cؚ�v�e�l0�q�[�m�v�npencr�gb�ջ-n�vhq���07,gfn�t�n�npencr�g���w�v(w!hf[u0�`��l�l�zppencr�g�v(wl��nxt�n�s�`��(wpencr�g���w�cؚ��]b��i�v�nn�nxt978-7-5217-2193-5penc�[hq�[�dcws  n�s n�w�v*n�n���y�o�rw�1�!(�e�raw) �q�e�"��l�_�h, z�^�n, (�o) 3ti`�zskq"}\w� xxi, 259u��,gfn�v nmo\o���/f�~�ve����yn�[oso�����v�oo`���y�{t^, �n�n�n'k�v0�e�raw�t��/n�vw�[hh�o:n�w@x, �n�oo`�v6eɩ0o(u0x[�p0�b2��t��ki{�eb��|�~0w�ht�oo`�[hq�eb��v���`, �m�v�n��s0��l�0fu:w0�rlq�[i{y*nu;m�t�]\o:wof0���[�k*n���`, \o�;`�~�q�n�v�^�v���y�o�b�^��, c�[���ǒ�s�c�e, �mqpenc�l2�, �d\o'`��:_0!ё��0�{t0�n�rd��ni{���w�v�{t��txt�]�n�s�[penc�o�batq���v*n�n978-7-111-67078-0:o g�|�~;n��s^�:o g�|�~/f(ueg�|nx0wߍ��b y�s�g*nǐ z�v�s���c6r�|�~, ��|�~�soirso�vmon0�emo0�r`i{�v���q���c6rϑ��yߍ����eq�vh (b�~�[e'y�sbc0�o�s�vꁨrǒɩ�b/g0ꁨrs�nh��v�n:g�c�s0,{4�{�n�hkm�|�~b�nh��v�qnx'`0�s`�'`0�[hq'`i{҉�^, r r�n�~�n�nh��|�~�v�br^pbyt0�hkm�|�~�vh�[n!h�q0�nh��|�~�v�h�[0�nh��v�[hq2�ri{�q�[0p,gfn�s\o:nؚi{f[!hkm�c�b/gn�nhv0ꁨrsi{�vsqnn�v,g�yuyepg, t�e_n�s�o�vsqnnxvzub�n�n oahv0�hkm�b/g0�nhv�nh�0ꁨrsi{���wxvz�t�^(u�v�b/g�nxt�s�978-7-111-65588-6�hkmnl�bc�b/g;n�{ꖅh�,gfn�v�q�[;n��s�b oahv�w@x�wƌ0�hkmnl�bc�w,gt��05u;�_ oahv05ua_ oahv05u�[_ oahv0�p5u_ oahv0�hkm�b/g-n�vlx�n5u�0km�c�|�~o(u�br^pb�b/g0z��b�nhvkmջ�b/gi{0hqfnqq14�z, r r�n�~�n8^��irtϑ�v�hkm(u oahv, s�b)n�^�hkm0�r�s�s�r�hkm0mo�y�hkm0��^�t�r��^�hkm0amϑ�sam��hkm0iq5u�hkm0lsobr�sn�^�hkm0dky, ,gfn؏�[ oahv�v�vsq�hkm�wƌ05u�l�bc�s�oo`yt�b/g0 oahvq�~ۏl��n���, �k�r�q�[���rbl��o0�{f0�[(u0�d\o'`:_, �k�ztm� g`n��0,gfn�s\o:nꁨrs0km�c�b/gn�nhvi{nn�vyepg978-7-111-65790-3'ypenc�stn�[��  ybg�oo`�v�qy0qq�n�tr�g(�) 1g\�e�j. /o�fw� xiv, 357u��,gfn(w,{1hr�v�w@x n�m�r�nn�|r:n'ypency��vϑ���[6r�v�b/gn�{�l, v^�ǐyf[�y���w�vhh�onpython�nx:y�o, u\:y�yuo\'ypenc�st�n���[��0hqfn�['ypenc�v�w,g�i�_�sr�g�b�]ۏl��n��~���, �m�vhƌ0�shƌ0cqpenc0�in0 ncq�~0r{|0�qw0 n�s'`08len'`0kmϑi{�b/g0dky, fn-n�q�[؏�m�spenc�[hq0penct�l'`i{ gsq���w0 �e�t\o:n'ypenc���w�nn��v�]wqfn, _n�t\o:nrf[��v�s���ir978-7-111-65854-2'ypenc�ƌ xiv, 218u��,gfnr:n]n*n�z��, vq-n,{n�z�,{�v�z:n�w@x�{, ;n���n�~'ypenc�b/g�v�w,g�i�_0sq.��b/g�n�s'ypenc(w�[e�n�r:wof-n�v�^(u�r�q, ;n���q�[s�b'ypencyt�g�g, 'ypencx[�pn�{t�n�s'ypencytnr�g�v;n���st�t�e�l0,g�{�q�[/ff[`nt�~�q�[�v�w@x0,{�n�z�,{]n�z:n�^(u�{, ;n���n�~'ypenc�b/gnё��n��t�su\n�[e��^(u0��hq�n'ypencё���vr�en�lteqkb, wqso���'ypencё��nё��:g�gl��w0ё���n�tr�e�su\, �n�s*geg�v'ypenc��t�b/gn�eё��n`�v�su\���r, gtr�g����'ypenc�b/g�['y~n:sё����t�su\�v�c�r\o(u0v,gfn�s\o:n�m/n�oё���y�b^n�~�ջ�v y`nc�[(ufn, _n�s�o�n�nb g�_�n�n�nё���y�b�v�nxt0ё��:g�g�vsqn�r���]\o��n�s ^g�n�ё���y�b�vsqt���wƌ�s�[e��^(u�v���f[`n�s�978-7-111-65990-7 wmϑ�e,gpenc�vy�~c�c (�) _��, 闶[�pw��,gfn�n�~(w\ϑ�v�vcw n\^��~�gspencl�s:ny�~�wƌ�v�e,g�z�esofh�g0�fh�ghq�ǐn*n�z�eso�g ��{�l\^��~�gspencl�s:ny�~�v0y�|�^�v�z�eso�~�g, �q�ǐn*n�z�eso_�s�{�l�c�s�z�esozz��-n�vy�~�wƌ0,gfn�c�q�v�e�l:n�n^��~�gspenc-n���s�wƌ�c�o�nn�y�e�v`�0,gfnr:n$n�r: ,{n�r����z�eso�g ��r�v�st�t�[�s, ,{�n�r����z�eso_�s�r�v�st�t�[�s0dky, ,gfn؏�~�q�nn�n�^(u:y�o0,gfn�(u�n�[pencc�c0:ghvf[`natq���vf[u�sxvz�nxt978-7-111-66017-0flinknkylin�m�^�[��xi, 241u��,gfn�n�[(u҉�^�q�s, ��hq�n�~�nflink�v�r��!jww0џl�!j_0�r�[ňi{�q�[, 6qt@w͑�n�~�nflink-n�v�[�eyt�b/g�tybϑyt�b/g, �c@w��㉆nflink�vtablensql0cep:g6r0�on�v�c0�[�epenc tek㉐g, gt�ǐflink�~tkylin�[�s�n�[�epenc�~���v�r��0,gfn�q�[hqb�, 1uemeq�m, s t'yϑ�v�nx:y�o, v^�c�o n}� g�r, �k�zm� g͑���wƌ�p2n��ɖ���t\�~, �nc�[���{�~geq�0)�t gn�[ z�s'ypenc_�s�~��, gpenc�[�eyt�]\o�blb��`���n�n�vsq�]\o�v���978-7-111-66101-6 'yĉ!jpencr�g�t�^!j �w�nsparknr (�) javier luraschi, kevin kuo, edgar ruizw��r���nvq�[�n�~��r�g0�^!j�t�sɖs�v g�r/ec, b:n�_ypenc�yf[�[0�{�l�nxt�t:ghvf[`n�nn��v�� ���0 �sparkr�_�v�nvqؚhe�v���{'`���to�}y�v�c�s, b:n�n�nyt'ypenc��v)rhv0fo$n�n�v�neg��(wtꁄv���w_�u�bw; ,gfn�v�v�v/f�ǐr��o(uapache spark, �no$n��s%c�q�f'y�vhe��0,gfn,{1-5�z�{us0w�n�~�n�yuo'yĉ!jgbl�penc�yf[�t:ghvf[`ny��v0,{6-9�z�n�~�no(usparkۏl�ɩ����{�e�n�n�o�r�v�w,g�i�_0,{10-13�z�m�vn�nؚ�~;n��, s�br^_r0pencam�t>y:s!�.si{0978-7-111-66189-4 flink�q8h�stn�[�s�qޘ, ]o��n, h��qnsw��,gfn�e��㉆nflink�veq�0�[ň0am���{_�seq�0{|�w�t�^rs�|�~0�v�cџ�~0�[hq�{tm�ni{�w@x�wƌ, t�e_n��㉆nflink�v�e���i�_�swindow�v�[�s�st�tvq�nx㉐g, flink�[�:g6r�v�st, flink�[��vsq.�����0�nx�[�sr�g, flink job�n�nx0rgbl�te*nǐ z�v㉐g, flink job�v��^v{eu0d��n�{tv{eu0�qx[�{t0penc�nbc�vsq.������t�nx�[�sr�g, flink�vrpc��ofh�gi{�m�^�q�[00,gfn�t�[�[�e���{atq���v'ypenc_�s0џ�~���w�v�nn�nxt���, dky�[:ghvf[`n�] z^_no g@b.^�r978-7-111-66239-6penc�n�t�~t�[bۏ6� hg`i`i ... [i{] w��,gfn�v�~penc�n�t�~t@b��v�|�~�wƌu\_���, �q�[hqb�, �[b'`:_012mo\o�/feg� n tlq�s�vpenc�n�t�~t, �m�sy*nl�n, �o���n,gfn�q�[(w�nt�ql�n�vnf�'`0��hq, ,gfn�[penc�n�t�~t�v�[in0l�n�s�r�s�bx�b�ջi{eq��wƌzp�n�|�~�n�~0vq!k, ,gfn�[penc�n�t�~t����v���r0�wƌۏl��nnn���, �����eqr�n�penc�n�t�~t�vwqso�]\o�q�[, �[�u��]�vpenc�wƌso�|, ĉrl�n_, v^t�penc�v��yuo(wpenc0�n�t0џ%�0^:wi{y*n�eb��s%c�n� o��^�v, �]�b��_�exo�_w�xvii, 339u�, [12] u��vhr�,gfn�nzf���b/g�v҉�^�q�s, @wy�nq�~penc00r�vmr:nbk, ؏�l gn,gfn�n�ydkhqb��t�~t�v�e_�c��@b gُ�n;n��0�w@x�{��~�n�~�n���[pencc�c�v�v*n;n��� (z�{|0r{|0sqt�!j_c�c�t_8^r�g) �vt�y㉳q�e�l0(u�n�e,gpenc���w�vyr�[c�c�e�l, �n�s�[�npencam�vc�c�^(u0,gfnyr r�t\o:neq蕧~pencc�c�� z�vyepg978-7-111-67030-8ۏ6��{< �,gfn-n�ehrr:n�w@x�{�tۏ6��{, �meq�c���npencc�c�vt*n�eb�, �n�w@x�wƌ0r ybg�vpenc{|�w�svq�^(u, �m�spencc�c�vt�y����w0�[�����n o�~ n�[pencc�c��vsq�l, _eq�nؚ�~penc{|�w, �o�y�e,g0�e���^r0�yce�^r0zz��penc0�vpenc�t>y�nq�~penc00r�vmr:nbk, ؏�l gn,gfn�n�ydkhqb��t�~t�v�e_�c��@b gُ�n;n��0ۏ6��{;n�������n(u�n n tpenc���w (�o�y�e�^penc0�^rpenc0zz��penc0�vpenc) �vyr�[c�c�e�l, �n�s͑���vpencc�c�^(u (�o�ywebpencc�c0�c t0�cp�0>y�nq�~r�g�t���y�o�b)0,gfnyr r�t\o:nؚ�~pencc�c�� z�vyepg978-7-111-67404-7 >y�nq�z�vpencc�cnr�g'(�) matthew a. russell, mikhail klassen;,gfnc�[`oc�c��υ(wtwitter0facebook0linkedin0instagram�tgithubi{aml�>y�nq�z n�v0n�[penc0�ǐُ,geu�cws, penc�yf[�[0r�g^�t z�^xt\f[`n�yuo(wjupyter notebookb�docker�[hv-no(upython�nxr�g>y�n�zso-n�vw�w|p��--�t�n�nck(w�ǐ>y�n�zsoۏl�t��|? �n�nck(w����nhn? �n�n�vmr��(wuoy? (w,gfn�v,{n�r, �kn�z��z�&q>y�nq�zu`�v�g*nwqso�eb�, �v�b�nt'y;nam>y�nq�z, _ns�b�nqu�0zs�[�t����n0���{0github�n�s�e�x�r�vinstagram�v�q�[0,{�n�r�c�o�n�[(ucws, vq-ns t��ǐ20*n�oc�ctwitterpenckn(u�v�{�w�nx㉳q�ehh0�n�n>y�nq�zpencc�c�]\o�vpenc�yf[�[0r�g^�t z�^xt978-7-111-67517-4 �s�n�hkm�b/g�s�^(u����;n,gfn�n�hkm�|�~����n�^(u�] z^����c�c�v8h�_�b���q�s, �|�~�n�~�n�hkm�b/g�w@x�wƌ�s�w,g�i�_, s�b�hkm�|�~�~b0�hkm�|�~yr'`r�g0y��r`yr'`kmջ0��]r�g0�~xq oahv�b/g0 oahv�o�s�tnǒɩi{, v^�[яt^eg^�l�^(u�vpew[ ��q oahv0js�[soɩb oahv0��\km)n�b/g0�oiqkmݍ�b/g0:ghvɖɉi{�s�n�hkm�|�~zp�n��:n�meq�v���0:n�n�w{qf[u�v�hkm�|�~�~t�������r, fn-n_eq3*n n t�g�g{|�w (l]eq_0;`�~_0���{:gibu\_) �v�hkm�|�~_�shh�o, l]eq�n�~x���ɖ��, �[�s�n�hkm�|�~�v����_�sam z�s_�ss^�szp�n��~�v�n�~0?,gfn�s\o:nnf�ؚi{b�!hꁨrsnn0km�c�b/g�s�nhvnn�v,g�yu�� zyepg, _n�s\o:nꁨrs�|�~�] z^0�nhv�] z^�v�b/g�s�fno(u978-7-111-67539-6 �npenc�{t�[bcws o��x ... [i{] w�xx, 286u�a,gfnqqr:n7�z, �q�[s�b�e,gc�c�i�_0�e,gc�c��yt�b/g0�e,gh�:y!j�w0�e,gr{|0�e,gz�{|0�e,gsqt�r�g�svq�{us�v�^(u, )r(upython��ۏl��e,gpencr�g, \�e,gc�c�vt��n�[���v�~t01,gfn�s\o:nؚi{b�!h�vsq�� z�vyepg�s�n�n�vsqxvz�veq���,g, _n�s\o:n�n�n�vsq�b/gx�s�nxt�v�s�fnm|978-7-302-55868-2 pencr�gnpencc�c�u�h, �nep;n���{:g�yf[n�b/gf[�ymr�lnfn�,gfn;n���n�~pencc�c�tpencr�g�v�w,g�i�_�t�e�l, s�bpenc�v�w,g^\'`�t�i�_0penc��yt�b/g0penc�z�eso�tolap�b/g0��a~!j_c�c0�vr_r�g0r{|0z�{|0�y��pr�g0�kn�rhq�n�~�w,g�i�_0t���w@x0�^(u�[�o0`�`n��0fn-n�m�s�v!j�w�t�{�lgw�~�n�n�v�^�v�[�o, �o�n����f}y�vt㉌to(u!j�w0d,gfn�(u�npencr�gnpencc�c���w�vrf[�, �s�n\o:n�vsqnn,g�yu�sxvzuyepg; ,gfn_n�t\o:npencr�gnpencc�c�vsqnn�n�x�v���[yepg978-7-302-55950-4 hadoopt��n�[��s�n~v̑jsq�~�b/g gp�lq�s, ngs^w� 'ypenc�n�]zf���|rnfn<,gfn cgqؚi{f[!h'ypenc0�n�]zf���� z�w,g��bl, �nhh�oq��r�vb__eg�~�~�q�[, �z�q��� z�v�[��'`yr�p0,gfn;n��s t�v'y�r: hadoop�b/g0penc�n�^nhive0flumer^_�e�_yt�|�~0spark�svqu`w�i��0vq-n, hadoop�b/gs�b'ypencnpencr�g0hadoopu`�|�~�n�~0hadoopx[�p0hadoop���{knmapreduce0hadoop�[hqi{; penc�n�^nhives�bhivenpenc�^�v�w@x�wƌ0hive�vؚ�~yr'`0hiveos�shh�o�v�^(u: flumer^_�e�_yt�|�~s�bflume�n�~0flumeo(uhh�o�sflume_�shh�o�v�^(u: spark�svqu`w�i��s�bspark�{�n�ssparku`�|�~��0),gfn�s\o:nt{|ؚi{b�!h�n�]zf��n'ypenc�vsqnn�vyepg, _n�s�o^'y z�^�����nxt�s�978-7-302-55964-1'ypenc�]wq�^(u ���up, �z���;nj,gfnqq7�z0�q�[s�b: 'ypenc�w,g�i�_�svq�^(u; penc���s; pencr�g�n�; pencr�gۏ6�; tableaupenc�sɖs; pencr�g�bu\; penc`�~0j,gfn�s\o:n�cۏ�e�]�y0�e;s�y0�e�q�y0�e�e�y�^��-nnf�s'ypenc�w@x�wƌ�t�]wq�^(u�vyepg, _n�s�n\o:nt{|�n�x�eq'ypenckn蕌t�c_'ypenc^y�yb��~�v�s�fn978-7-302-55966-5'ypenc�w@xye z �sbo�, �^�qw��ُ/fn,g�nt���r�[��:n�[t�v'ypenc�w@xye z, ,gfn�~t\o�ꁫ�(w�n���{�s'ypenc�vsq���w�v�wƌ, �~�[���t���� ��[b0,gfn�q�[;n��s�b'ypenc�vsq�[in�s�i�_0apache�g�gnapachehadoop�v�w,g�i�_0hadoop�v-d�^�s�vsq�[��0hadoopr^_�e�n�|�~ (hdfs) �s�vsq�[��0yarn�v�w,g�g�g0mapreduce�v�w,g�wƌ�s�vsq�[��0hive�s�vsq�[��0hbase�s�vsq�[��0zookeeper�s�vsq�[��0spark�s�vsq�[��0apachekafkar^_�mo`�|�~i{0,gfn�t\o:nؚ!h'ypenc0�n�]zf���s�vsqnn�vyepg978-7-302-55968-9 �sqt�ĉrc�c�b/gxvzc�ey�qw��,gfnqqr:n10�z, mr5�z���� n t�`�q n�n��a~y�ɩ-nc�c�sqt�ĉr�v�r^�e�l, s�bc�c�sqt�ĉr�vpnarc!j�w0y�ytq���^(w�sqt�ĉr-n�v�^(u0ypenc�^-n�v�sqt�ĉrc�c�n�s��e`sqt�ĉrc�c, ,{6�z����^���a~y�ɩc�c�b/g, ,{7�z�����qyoĉr�v�ojr�b/g, ,{8�z�������a~y�ɩ�svq�sqt�ĉrc�c�b/g, gt$n�z/fck�sqt�ĉr(w�[e�pencc�cnr�g-n�v�^(u04,gfn�s\o:n���{:g�vsqnnؚt^�~,g�yubxvzuyepg, _n�s�opencc�c0zf���oo`yti{�vsq���w�vxvz�nxt�s�978-7-302-55977-1'ypenc�w@x z0�[���thh�oye z xiii, 349u�',gfn�n'ypencr�ghqam z:n;n�~, �n�~�npencǒɩ0pencx[�pn�{t0pencytnr�g0penc�sɖsi{�s��xq�wo��n�v�[ň0o(u�t�w@x z�e�l0,gfn�q�[�m�v�d\o�|�~ (linux�twindows)0_�s�]wq (eclipse) �n�s'ypenc�vsq�b/g0o��n (sqoop0kafka0flume0hadoop0hdfs0mapreduce0hbase0hive0spark0mysql0mongodb0redis0r0easel.ly0d30t�\�0echarts0tableau) i{0 t�e, ,gfn؏�c�o�n0n�[�v�� z�[���t�~thh�o, �n�s'yϑmq9��v(w�~yef[d��n, �s�n��}y0w�n��ؚi{b�!h'ypencyef[�[e��bl0;,gfn�s�n\o:nؚi{b�!h���{:g0�oo`�{ti{�vsqnn�v'ypenc�� z���ryepg, (u�nc�['ypenc z�[��; _n�s�o�vsq�b/g�nxt�s�978-7-302-56006-7 penc�^�^(u0����n�[�szq�_o�w��,gfn�nmysql:n�[�s��, �n'ypenc�{t�v҉�^���penc�^�����t�[�s�v�e`�`, (wpenc�^�����t�[�s�v���-n��eq'ypenc`�~0hqfnr:n�n�rqq11�z, ,{n�r�n�~penc�^�|�~0'ypenc0penc!j�w ( tsq�|!j�w) i{�w,g�i�_�t�w@x�wƌ; ,{�n�r�n�~penc�^�^(u, s�b�xf'`���svq(w�^(u�s�x-nnb�tǐ z/�[a�ؚ�~���vos t, ͑�p���penc�o�b; ,{ n�r�t,{�v�rr r�n�~penc�^�����e�l�t�[�s�b/g; ,{�n�r�n�~'ypenc�e�b/g0x�s�n\o:nؚi{f[!h���{:gnn0penc�yf[n'ypenc�b/gnn0o��n�] znn0�oo`�{t�t�oo`�|�~i{�vsqnnpenc�^�� zyepg, _n�s�o�n�npenc�^�|�~0�oo`�|�~0web�|�~0�nt�q s^�s�|�~xvz0_�sn�^(u�v�] z�b/g�nxt0�y�b�]\o��n�svq�n�vsq�nxt�s����978-7-302-56165-1 'ypenc�b/g�w@x�^(uye zhtgy, _�~;nu,gfn�n�~'ypenc�v�w@x�wƌ�t�vsq�b/g, hqfnqq8�z, r r�n�~'ypenc�w@x0'ypenco��n�g�g0'ypencx[�p0'ypenc���{0'ypencr�g0'ypenc�sɖs0'ypenc�[hq0'ypenc:ghvf[`ni{�q�[, �k�zgw�c�o�[��, �ǐ�~`n�t�d\o�[��.^�r����]�v@bf[�v�q�[0e�s�n\o:nؚi{b�!h���{:gnn�t�~nm�{t{|nn'ypenc�vsq�� z�vyepg, _n�s�n\o:n'ypenc�w@x�t�^(u�w���s�vyepg, t�e�t^'ypenc1r}y��f[o(u978-7-302-56178-1'ypencr�g�[��ё'yks;n�,gfn�n'ypencr�g�b/g�svq�^(u~:n8h�_, �|�~0w�n�~�n���{:g�v�w@x�s�oo`�b/gmr�l0'ypencr�g�w@x0���{:gq�~�w@x�spenc���s0�oo`ytn�s^0pencx[�p�tpencr�gt��n�e�li{�q�[0,gfn�ǐn�|r�[�or�g, �meqem�q0wt����n�~�nai studio�n���{s^�s0python z�^������0word 20160excel 2016�tpowerpoint 2016i{�]wq�to��n�vo(u�e�l�svq(w'ypencr�g�b/g-n�v�^(u0],gfn�s\o:n'ypenc�e�n �e�e�y n �e�]�y �^��̀of nؚi{b�!h�oo`�yf[n'ypencr�g�[���vyef[(ufn, _n�s\o:nhq�v���{:gi{�~�ջ�n�~ms officenpython�� z�^�����v͑���s�(ufn978-7-302-56261-0 4tfvf, htς;n�,gfn/f:nؚi{b�!h�vsqnn 'ypencr�g �� zhq�e�����q, wq g0n�[�[��yrr��v;nyepg0���[ؚi{b�!hf[u�v�su\�bl, ,gfn�|�~0hqb�0w�n�~�nsq�n'ypencr�g�v�w,g�wƌ�t�b��, ��~�n�~�n'ypencr�g�w@x0'ypencr�gu}thtg0'ypencr�g�w,g�sr0�g�^r�g~0'ypencr�g�vџ(u0'ypencr�g�v(u< �o0��kmr�g�e�l0��kmr�g�b/g0'ypencr�g!j�w0(u7b҉r�nr�g�]wq0'ypencr�gs^�s0>y�nq�~n�cp��|�~0�~�~r�g�v�i{�q�[, gt:n'ypencr�g�vf[`n�����nn*n�� z�[��y��v0hqfnwq g��:_�v�|�~'`0�s��'`�t�[(u'`0,gfn�s\o:npencyt�vsqnn�vyepg, _n�s�o�vsq���w�]\o��s�978-7-302-56383-9pencr�g`�~ r�g�e�l�tn�r�wƌ 4sp[�pencr�gf[b�w��,gfnr:n$n�{: ,{n�{:n �e�l , �n�~�nch0r�g�e�l�n�s�yuo(upencr�g㉳q�; ,{�n�{:n �[b , �n�~�yuo�^(u,{n�{�v�e�leg㉳q�]\o-n�v�0 �[b �{��㉆n n tl�n�vn�r�wƌ, �n�s�yuo(upencr�g㉳q��vhh�o, �kn�z���nn�r!j_0n�rch0hh�or�g n*n�eb�u\_0),gfn�tpencr�g^�n�s@b g(w�]\o-n���џ(upencr�g�0㉳q��vl�:w�n�x�s����978-7-302-56424-9 'ypencn:ghvf[`n�~xqhh�oc��v�_ ... [i{] w�r,gfn�| �n*n'ypencn:ghvf[`n�~xqhh�o, hq�ǒ(u�ve�w� t:g�g�s^�vw�[penc, xvz���w�m�s?b�n��.u0uir�oo`0�v�pyt0ꁨr~�v�0ˆ}v(��b�s0:ghv�t{0 iir�uti{0v,gfnwqyؚ6�'`r�e'`ncb'` n�yr�eyr(�, �s\o:n'ypencn�n�]zf��nnyepg0�kn����c�[yepgr�e���~c�[yepg0�[���[`nc�[yepg, _n�s�o�vsqnnxvzu�t�] z�b/g�nxtf[`n�s�978-7-302-56676-22021.06*'ypenc�b/g�qɩ�nyf[�y�vxvzb�g, /fn�yf[�y�v�n�s��t�b/g0��@w�yf[�b/g�v�su\, 'ypenc�b/g�su\�f:nŏ�, �^(u�f:n�meqn^�l, v^�q>fvq�]'y\o�r�t�^(u�nn'yϑ�[�o�n�fpencr�g�e�l�t�{�l0�q�[;n��r:n4�r, ,{1�r:n,{1�z, �n�~n�n�i�_, �{us�c��pencr�g�e�l�tn�n�[�o; ,{2�rs�b,{2-7�z, �n�~�c��'`r�g�tpenc��yt�v;n���e�l, s�b�c���~��0ycq�c��r�g0z�{|�n�s��a~!j_c�ci{; ,{3�rs�b,{8-12�z, �n�~��km'`r�g�v;n���e�l, vq-ns�by�y�vr_�{�l0�ncq�vr_0r{|�v'`��kmϑ�t�w�n�i�s�tݍ�ykmϑ�v�e�l, �n�s�qv{h0�n�]^y�~q�~�t/ectϑ:gi{��:nhqۏ�v�e�l; ,{4�r:n,{13�z, )r(u�c���t��kmُ$n�y�e�l, �{�������e,g0q�~�n�s>y�n�zso�v�^(u0pencytf[`n�978-7-302-56968-8penc�yf[�[�� �w�], �sxu, �3t�hw�17, 358u�, [4] u��vhr,gfn�n �^�z�wƌso�|0�c�c�w,g�st0f[or�~�[��0�n�mr�l�b/g :n�sr, :npenc�yf[n'ypenc�s�vsqnn�vf[u�meqf[`npenc�yf[�t'ypenc�b/g`y�[�w@x0,gfn�|�~���cpenc�yf[�v�w,g�i�_�t�wƌso�|0pencr�g�v�w,gam z�t�e�l (s�bpenc��yt0�vr_0z�{|0r{|i{zf��r�g�b/g) 'ypencr�g�v�w,g�]wq, v^�npython��:n�o, ǐ'yϑ�[�o�t�~`n���cr�~�vpencr�g�b/g0,gfn�ǐ�|�~hqb��vt���n�~n0n�[��[�v z�^�[���v�~t, .^�rpenc�yf[n'ypenc�s�vsqnn�vf[uh�z'ypencaƌ, f[`npenc�yf[�v�wƌso�|, �c�c�w,g�vpencyt�e�l0(�t\o:npenc�yf[n'ypenc�s�vsqnnf[u�vyepg, _n�s\o:n'ypenc_�s�] z^�v�s�fnğ3uw��g�g^fn�^t�n�w�penc�^!jnr�gpenc�^�b/gnfn ؚi{f[!h���{:gnnĉryepg���{:g{|nn�|�~���r�w{q�|ryepg�ep;n �w�npython��*m&�a�w�nf�ؚi{ye���n�]zf��n'ypenc�|ryepg python:ghvf[`n756u��yr\fpga-n�vr�e-n�_�|rnfnhq�vؚi{f[!hzf���yf[n�b/g/�n�]zf��nnĉryepg�n���{f[`n� �n���{�b/g�[���|rnfn �e�b/g�b���nmb�w{q�|rye zؚi{b�!h�oo`{|�ennĉryepgirt�q�[��irt�q�[hq�meqem�q�sf;n�,gfn����n���{:g�c6r�|�~�v����0�] z�[�s�e�l�s�^(u0hqfnqq g10�z, �q�[s�b���{:g�c6r�|�~�i��0�]n�c6r���{:g0��eq���q�c�sn�oo`�s��b/g0���{:g�c6r�|�~�br^pb�b/g0pew[�c6r�b/g08^ĉn ybg�c6r�b/g0���{:g�c6r�|�~o��n�����b/g0hqۏ�c6r�b/g0�]n�c6rq�~�b/g�n�s���{:g�c6r�|�~����n�[�s0ؚi{b�!hꁨrs0km�c�b/g05up[n5ul�] z0:g5unsosi{nn^u978-7-5641-9220-4;n _�q�~�en�~���{:g�� z�|rĉryepg�,gfn��~�n�~�n���{:g�c6r�b/g�v�w,g�st0�c6r�e�l�t���{:g�c6r�|�~�v�����[�o0,gfnqqr9�z, r r�n�~���{:g�c6r�|�~�i��0ǐ z��eq/���q�s�0pew[pid�c6r�{�l08^(upew[�c6rhv�v����0 ybgpew[�c6rhv�v����0�]n�c6r���{:g0q�~ɩb_rce�c6r�|�~0�s:w;`�~�c6r�|�~�t���{:g�c6r�|�~�v�^(u����0h�s�n\o:nؚi{f[!hꁨrs05ul�] z�svqꁨrs0���{:g�^(u0:g5unsosi{nn�svq�vsqnnؚt^�~,g�yu�vyepg, ؏�s�n�oxvzu�t�vsq�y�b�nxt\o:n�s�fn978-7-5646-4748-3ǐ z�c6r�b/g ;n�zn3�, hg�^�v9,gfn/f as n�n _lςwؚi{f[!h͑�pyepg0,gfn,{1�z�����nǐ z�c6r�|�~�v�su\0�i�_0'`���t�]z��{s��s�nh�am z�v; ,{2�z�����n�s�r0amϑ0)n�^0irmo0(�ϑ04lr0�[�^0bri{�]z��spe�v�hkm�b/g�s�nh�'`��0�~6r; ,{3�z�����n���c�[a�yr'`0pid���ĉ�_0�spete�[�s!j�b_0pew[_���hv; ,{4�z�����nl�r05u�r0pew[�����s����amϑyr'`0 ��w0�nh�2�r; ,{5�z�����nus�vc6r�|�~�����t�bџ; ,{6�z�����n2n�~0mr��0�kyo(wџl�ǐ z-n?e�^��0fun�蕧nu�vpenc, ^�leg�, nr��y(u�n�yf[xvz�vpenc���s�n�y:n�yf[penc0nr�yf[penc���~�s�n�n�nu0r��)r(u0��x[�p�vǐ z, g�npenc��@w�e���v�c�yo�q!k��)r(uv^ۏeq�e�vu}thtg, � g�npenc(wx[�pǐ z-n"n1y0(wpenc�vte*nu}thtgǐ z-n, ?e�^0�yx:g�g0fun��i{y*n:g�go�s%c n t�v\o(u0,gfn�ndk:n�w,g`�, �n�[��, xvz�_0ǐ zosnpenc�[��, penc�v�{?ev{nĉr, penc�n�nncqpenc�{t, penc�ox[�svq�w@x�~�g, :g�g�wƌ�^, b,g�{tn�sc�~�su\n*n8h�_�z���[penc�v�{�v�s gt���t�[��b�gۏl�;`�~r_�~00,gyepg n�nb�tؚi{b�!h�vsqnn^u, _nb�ton0?e�^0�vfn��0�oo`-n�_i{�n�npenc�vsq�]\o�v�nxt978-7-03-064672-9'ypencyt�b/g _�_wm, _�_r, uo�ow� xiii, 485u��,gfn�n�~�n'ypencyt�b/g8h�_h�vhq萅q�[0;n���n'ypencyt�b/g�vam z�q�s, �v�~'ypenc�v���s0x[�p0r�g0r�sɖsu\:y�v�[teǐ z, �n�vmr;nam�vhadoop0sparki{_�n'yyt�b/g:n8h�_�q�[, .^�r�ekb�n���w@x_�yf[`n'ypenc�b/g0d�dkkny, �n'ypenc�b/g�^(u�v҉�^�q�s, �c�o;nam�sfu�v'ypencs^�s�v�[�kr�g, v^�c�ol�n�^(uhh�o�t�[�or�g00,gfn�t\o:n���{:g0penc�yf[0�~��f[�s�vsqnnye^0,g�yu0xvzu0�] z�b/g�nxt�s�w��:g�g�vyepg978-7-03-065127-3'ypenc�ƌ��,g;n��n��i'ypenc`�~�si�0'ypenc�i�_0'ypencn�n���{�tirt�q�s�n�]zf��0'ypencǒɩ0'ypencx[�p0'ypencr�g0'ypenc�sɖs0'ypenc�[hq0'ype&ot0'ypenc�^(u0-,gfn�s\o:n'yf[u�v'ypenc�ƌyepg, _n�s\o:nit�nxt0onv{r�t�{t�nxt0�w��-n�_�v�s�fn978-7-03-066687-1hadoop/spark'ypenc:ghvf[`n ��owm, _ }��w��n{|�]ۏeq'ypenc�e�n0'ypenc/fcwq gwmϑ (volume)0y!j` (variety)0�ss��^�_ (velocity)0t� t�ny:s�blnyr�_�v�n��sm�[, �oۏb�vpenc }{q���r�^���t�nmb�w{q0:,gfn�t�n�n�yf[penc�{t�[���v����0_�s�t�{t�nxt���, _n�t�oo`d��n�{t�eb��vؚ!h^u�t�vfn�`�bl�n�v�nn��s�978-7-04-053433-7 'ypenc�b/g�stn_�sye zc�fqo, �s }�, }vf_�\;nؚi{f[!h'ypenc{|nn8h�_�� zyepg�@� �'�>az�z��s����� �� ��h q���u�(��? 1z.�s|u�.��i��o h��p��=��"�\>j �t��j��}� ^�$�"ѻp��x@��u� kf� �>��p�@hk|$q���2��m���:��n ���,��a� ztdzjhn~�r��e��:��_��i�����<-�r:�h�� n��:�������%�m�e���/��md�d\ �{zs����u��m�|< g� ��de ,y� t��l���� b�u ����_�3�)l�7f� �z�����^������i�zy9�n�bi� �| 3�` ڿ����]�%� z�2 ~�o qnn �� i�� � �� �)� � �� �� ;^4 ��p  l q�� � �� �h� ib� � ��� �� 4r4 �`p ��o ��� �cc||a���}}}}}}}}}}}}}}}}}}}} }} }} }} }} }}}}}-}- ;_ "}a} ;_ "df##0_}�}= ??v�;_ "�̙�##0_�"* "� @_ �_ �}-}, ;_ "}-}4 ;_ "}a} ;_ "�l##0_}a}( ��;_ "����##0_}-}3 ;_ "}a} ;_ "13##0_}-}) ��;_ "}-}" ;_ "}-}> ���;_ "}�}? ;_ "����##0_����"* "���� @_ ����_ ����}a} ;_ "13##0_}-}' ;_ "}-}1 ��;_ "}-}# ;_ "}-}0 �;_ "}a}$ ;_ "##0_}a}% ;_ "##0_}a} ;_ "13##0_}a}& ;_ "�?##0_}a} ;_ "13##0_}�}< ???�;_ "����##0_???�"* "???� @_ ???�_ ???�}�}. �}�;_ "����##0_�"* "� @_ �_ �}�}/ ����;_ "����##0_???�"* "???� @_ ???�_ ???�}a} ;_ "df ##0_}a}6 ;_ "##0_}a}2 �}�;_ "���##0_}u}  ;_ "##0_"* "}a}* a�;_ "����##0_}a}; �e�;_ "���##0_}a} ;_ "df##0_}a}5 ;_ "##0_}a} ;_ "df##0_}a} ;_ "�l##0_}a} ;_ "df##0_}a} ;_ "�l##0_}a}7 ;_ "##0_}a}8 ;_ "##0_}a} ;_ "df##0_}a} ;_ "�l##0_}a}9 ;_ "##0_}a} ;_ "�l##0_}a}  ;_ "13##0_}a}: ;_ " ##0_}a} ;_ "�l ##0_}a}! ;_ "13 ##0_�o��20% - :_��ew[��r� 1 df���� �%�o�"�20% - :_��ew[��r� 2 df���� �%�o�&�20% - :_��ew[��r� 3 df���� �%�o�*�20% - :_��ew[��r� 4 df���� �%�o�.�20% - :_��ew[��r� 5 df���� �%�o�2�20% - :_��ew[��r� 6  df���� �%�o��40% - :_��ew[��r� 1 �l���� �%�o�#�40% - :_��ew[��r� 2 �l�ˬ� �%�o�'�40% - :_��ew[��r� 3 �l���� �%�o� �40% - :_��ew[��r� 4 �l��� �%�o�/�40% - :_��ew[��r� 5 �l���� �%�o�3�40% - :_��ew[��r� 6  �l��� �%�o� �60% - :_��ew[��r� 1 13���� ����%�o�$�60% - :_��ew[��r� 2 13���� ����%�o�(�60% - :_��ew[��r� 3 13���� ����%�o�,�60% - :_��ew[��r� 4 13��e� ����%�o�0�60% - :_��ew[��r� 5 13���� ����%�o�4�60% - :_��ew[��r� 6  13�э� ����%���~vr�k� ��h�� dtj�%�=��h�� 1 dtj�%[����=��h�� 2 dtj�%[����=��h�� 3 dtj�%�?�����/��h�� 4 dtj�%�5���] ����� ���%���8^ĉ�-�������c ���%�5��}y ����� �a�%�g��gl;` �%[���[������'�^� ��'�^[0]�o�����{ ����� ��}�%������ ���u���h�guscq���3�\`�?�/�[���g��\�!�-�rk.�s�ի�..���a濭?��pk!�֧��6 _rels/.rels���j�0 ���}q��%v/��c/�}�(h"���o� ������=������ ����c?�h�v=��ʌ��%[xp��{۵_�pѣ<�1�h�0���o�r�bd���je�4b$��q_����6l��r�7`�������0̞o��,�en7�li�b��/�s���e��е������pk!ky���theme/theme/thememanager.xml �m � @�}�w��7c�(eb�ˮ��c�aǡҟ����7��՛k y,� �e�.���|,���h�,l����xɴ��i�sq}#ր���� ֵ �!�,�^�$j=�gw���)�e� & 8���pk!�����6theme/theme/theme1.xml�ymo7��x콑d�#2"�$�m�$�9r��.#�rarvt �c�eӣ���p� �����m�6�:�v�dվ�czľh�7�ǚ�ru��äz'� �ҏ_�r�=�,$i��� �>��{b�4d����ϰ�o��5�%c�`�s��:~,e�u������2�³1� ��g���s���f�ڬ$��������i�����>ߩj �|���ul8�)���.�� �f��?��g����w��_پva[��kl �n���v �� �l�9y4*'����n�_�\��[�f�y���ҝ�鳱���5 ��?:|�z�͚�7�o�p�i� �a��� ~o� q���� �z��ѭ[x ���|��ӫ�,�ŕ��t�����w[bƌ�;��f}��q8_����rs�y*��z�0��h�ԓ� �q��e��8�hk5 ���x�beh�艀�lv�������ŏ�_<�^�xz���٣_�?>{�s��2�gid�����������w��|�� ��o����n ���_?���ӗ�|��o��f&|h,����;b �m�f�g��,�1"�����u_��� qn��;� !.����� �si3ߊ x��e��[j.#��i�'�sw�љk�.j����h'q���آy��t��xz��`�x�}b����3��һo�]d�!��uh �}�@^f.��j 6���.��u����� ����s �7�t���r�j���er0ぉ� ��0e^?�b�l�px���[ ��yb#�$��ę��i7fi��h�؏�jyw�t���c�w�jצ��` �� �=pn�ң@ԓ)w��fv�ft��vvk��� �� �e���p��<�kb������w1���^�� ���w�u{����b�a��a0?q��w���=&����o�p���n_:qy�b��v2l`�"���ǚ���x� n�5_9�d�:^����ӷ��ir����y��f.��x�q�ía��fkq�*�k����� (�7!alf��t�h�u����� �w�vx�,�*��t��jev�������7�`fpmb�*oy�����|��^l���r���e�ۊ�����v�l[$�r�i���&b�:��eh�i�ۋ�z�t(�x4zw���es v��@ss)h�v��fj&@y���>&ԏp'[d#x�h�o��(kƅ�!�ע��ab$�%i�w�/�@s�!�[m�%�yy��a��$���l�1�"��ϵ��t�_�,��=��sod��a�5z5��x�sˣx y ٢��s!��ka]c�8�y���b�y�r^����ߊ5c@���p�k��e��9��������虖����v1k�yx��嚼�jbh�f�ϥ{yr�s�[:'�]^���u/� j��,j�� �.f��1_�9�.�$ �o��.ŭ���`�r�얫���s�����������x��]�j�s �p��>����m����pk! ѐ��'theme/theme/_rels/thememanager.xml.rels��m �0���wooӻ�&݈э���5 6?$q�� �,.�a��i����c2�1h�:�q��m��@rn��;d�`��o7�g�k(m&$r(.1�r'j��њt���8��v�"��aȼ�h�u}��|�$�b{��p����8�g/]�qasم(����#��l�[������pk-!����[content_types].xmlpk-!�֧��6 _rels/.relspk-!ky���theme/theme/thememanager.xmlpk-!�����6�theme/theme/theme1.xmlpk-! ѐ��'�theme/theme/_rels/thememanager.xml.relspk]� ���� ��� �l�� �� � � �0 zj �c �| �� � �� *� � . �5 �o xm t� j� �� �� � (  &p@6[�tj�`�j�"�l���,�f�_~y�n����� ��!  d����mbp?_* ��%����&ffffff�?'ffffff�?(�?)�?m�foxit reader pdf printer�_�� � 4dxxa4c:\users\xd\appdata\roaming\foxit software\foxit pdf creator\foxit reader pdf printer\1626571091_6464__foxittemp.xml�" dxx333333�?333333�?u} @} (� r{|�sxl��a     � a{ � a~ � a � a� � a� � a� � a� � a� � a} � a� � a� � a� � a� � a� � a� � a| � a� � a� �  �  �  ~ h@�  ? �  � �  � �  � �  �� �  � @s� @t� @@� @u@� @v@~ @�a@�  @��  @��  @ �  @� �  @�� @w� @@� @x� �� �� �� � � �~ �s@�  ��  � �  s �  � �  �� �� e� @u� @v�@@@@� @w@~ @�x@�  @�  @� �  @� �  @� �  @x� @y� @@� @e� _� `� a� b~ @p@�  ��  � �  �  � �  d� c� e� f� g� h� i� ~ `a@�  ��  � �  j�  � �  l� k� e� m� n� o~ �r@�  ��  � �  p�  � �  r� q� e� s� t� u� v� w~ �x@�  ��  � �  ��  � �  y� x� e� @i� @j� @k� @@@� @l @~ @�x@� @�� @, � @[ � @� � @m� @n� @@� @e� z� {� |� }~ @q@� �� � � 6 � � � � ~� e� �� g� �� �� �~ �s@� � � � a� � � �� �� e� @y� @z� @@@@� @[ @~ @@v@� @� @� @� @� � @\� @]� @@� @e� @z� @{� @|� @@@� @� @~ @`@� @ � @� � @c� @� � @}� @~� @@� @e� @o� @p� @q� @@@� @r@~ @v@�  @&�  @ �  @z�  @� �  @s� @t� @@� @e� �� �� �~ o@�  ��  � �  y�  � �  �� �� e� �� �� �~ h@�  � �  � �  c�  � �  �� �� e� @^� @_�@@@@� @`@~ @�s@�  @� �  @�  @u �  @� �  @a� @b� @@� @e� @c� @d�@@@@� @e@~ @d@�  @j �  @ �  @ �  @� �  @f� @g@� @h� @e� @� � @� � @@@� @ � @� @~ @@p@�  @��  @ �  @�  @� �  @.� @� @� @ � @�� @� � @� � @@@� @ � @� @~ @@p@�  @'�  @>�  @�  @� �  @� � @� @� @� � @�� �� �� � � �� w~  e@�  �  � �  ��  � �  �� �� �� @� � @� �@@@@� @� @~ @@[@�  @�  @* �  @� �  @� �  @� � @� � @@� @�� @� � @� �@@@@� @� @~ @�x@�  @�  @, �  @w�  @� �  @� � @� � @@� @�� @]� @^�@@@@� @� @~ @�x@�  @�  @��  @� �  @� �  @� � @� � @@� @�� @� � @� �@@@@� @� @~ @�x@�  @�  @<�  @��  @� �  @� � @� � @@� @�� �� �� �~ �]@�  �  � �  � �  � �  �� �� �� @� @��@@@@� @�@~ @h�@�  @��  @ �  @� �  @� �  @�� @� @� @r� @�� �� �� �� �� ~ �m@�  ��  � �  . �  � �  �� �� �� �� �� �� �� ~ �k@�  ��  � �  � �  � �  �� �� �� �� �� �~ q@�  �  � �  ��  � �  �� �� �� �� �� �~ �k@�  �  � �  � �  � �  �� �� ��d�l������������������������������� !"#$%&'()* ,-./0123456789:;<=>?� @� � @� � @� � @@@� @�  @~ @ `@� @ � @� � @:� @� � @� � @�  @� @� � @�� !�� !�� !�~ !�m@� !  � ! � � ! > � ! � � ! �� !�� !�� "@� � "@� �"@@@@� "@� "@~ "@q@� " @/� " @� " @k � " @� � " @� � "@� � "@@� "@�� #�� #�� #�� #�~ #�h@� # � # � � # � � # � � # �� #�� #�� $�� $�� $�~ $o@� $ � $ � � $ p� $ � � $ �� $�� $�� %�� %�� %�� %�~ %5@� % � % � � % :� % � � % �� %�� %�� &�� &�� &�� &a~ &d@� & � & � � & p � & � � & �� &�� &�� '�� '�� '�~ 's@� ' � � ' � � ' � ' � � ' �� '�� '�� (�� (�� (�~ (e@� ( � � ( � � ( q � ( � � ( �� (�� (�� )b� )b��)cccc� )d)c� )b� ) b�� ) b� ) b�� ) b� � ) b� )b)c� )d� � )b�� *b� *b��*cccc� *d� *d(� *b� * b�� * b� * b� � * b� � * b � *b!*c� *d� � *b�� b"� b�� cccc� d#� d�� b$� b�� b� bc � b� � b%� b& c� d� � b�� ,b'� ,b��,cccc� ,d(� ,d�� ,b)� , b� , b� � , b� � , b� � , b*� ,b ,c� ,d� � ,b�� -b,� -b��-cccc� -d-� -d.� -b/� - b� - b0� - br � - bu� - b1� -b2-c� -d3� -b�� .b4� .b5�.cccc� .d6.c� .b7� . b � . b0� . b8 � . b� � . b8� .b9.c� .d� � .b�� /�� /�� /�� /�� /h~ /�a@� / �� / � � / � � / � � / �� /�� /�� 0�� 0�� 0�� 0�~ 0�a@� 0  � 0 � � 0 �� 0 � � 0 �� 0�� 0�� 1�� 1�� 1�� 1a~ 1<@� 1 � 1 � � 1 � 1 � � 1 �� 1�� 1�� 2�� 2�� 2�� 2�~ 2�@@� 2 � 2 � � 2 �� 2 � � 2 �� 2�� 2�� 3@2� 3@y� 3@@@� 3@" � 3@z3@~ 3@�s@� 3 @�� 3 @� � 3 @�� 3 @� � 3 @3� 3@4� 3@� 3@� 3@�� 4@� � 4@� � 4@@@� 4@" � 4@� � 4@o~ 4@@v@� 4 @�� 4 @* � 4 @� � 4 @� � 4 @� � 4@� � 4@@� 4@�� 5@6� 5@7� 5@8� 5@@� 5@" � 5@�5@~ 5@ `@� 5 @' � 5 @- � 5 @9� 5 @� � 5 @:� 5@;� 5@@� 5@�� 6@� � 6@'� 6@@@� 6@$ � 6@� 6@~ 6@l@� 6 @� 6 @ � 6 @� � 6 @� � 6 @ � 6@ 6@� 6@ � 6@�� 7@p � 7@�� 7@@@� 7@$ � 7@q 7@~ 7@�h@� 7 @�� 7 @( � 7 @6� 7 @� � 7 @r � 7@s 7@� 7@t � 7@�� 8a� 8'� 8� � 8b� 8\~ 8�r@� 8 �� 8 � � 8  � 8 � � 8 d� 8c� 8�� 9x� 9'� 9� � 9y� 9z~ 9t�@� 9 �� 9 0 � 9 � � 9 � � 9 |� 9{� 9�� :v� :w� :� � :x~ :@q@� :  � : � � : y� : � � : {� :z� :�� ;�� ;�� ;�� ;� � ;�~ ;\�@� ;  � ; � � ; � � ; � � ; �� ;�� ;�� < � <!� <"� <�� <#~ <o@� < y � < � � < � � < � � < %� <$� <�� =&� ='� =�� =#~ =e@� = y � = � � = q � = � � = )� =(� =�� >�� >!� >�� >�� >�~ >@v@� >  � > � � > �� > � � > �� >�� >�� ?@l � ?@m �?@@@@� ?@n ?@~ ?@�x@� ? @� ? @- � ? @6 � ? @� � ? @�� ?@o � ?@@� ?@��d�l�������������������������������@abcdefghijklmnopqrstuvwxyz[\]^_� @@ � @@ �@@@@@� @@ � @@�~ @@�h@� @ @� @ @, � @ @�� @ @� � @ @ � @@! � @@@� @@�� a@g � a@h � a@i � a@@@� a@j a@~ a@q@� a @� a @* � a @� � a @� � a @�� a@k � a@@� a@�� b�� b�� b�~ b�x@� b � b � � b �� b � � b �� b�� b�� c�� c� c~ ct@� c � c � � c � � c � � c � c� c�� d� d� d� d~ d�m@� d � d � � d � d � � d  � d � d�� e � e � e � e~ e�`@� e � e � � e b � e � � e � e� e�� f� f� f~ f@[@� f � f 0 � f � � f � � f � f� f�� g� g� g~ g�g@� g � g � � g m � g � � g � g� g�� h� h� h~ h@v@� h � h � � h c � h � � h � h� h�� i@) � i@'� i@* � i@@@� i@ i@~ i@�b@� i @y � i @- � i @� � i @� � i @, � i@i@� i@� i@�� j*� j � j,� j�~ j�c@� j � � j � � j �� j � � j � � j-� j�� k@e � k@=� k@f � k@@@� k@g k@~ k@�x@� k @�� k @( � k @$� k @� � k @h � k@i � k@@� k@�� l@j � l@=� l@ � l@@@� l@k � l@�~ l@�x@� l @�� l @* � l @$� l @� � l @h � l@l � l@@� l@�� m@\ � m@] � m@^ � m@@@� m@_ m@~ m@�s@� m @�� m @( � m @a � m @u� m @�� m@` � m@@� m@�� n@r � n@s � n@t � n@@@� n@u � n@l~ n@�f@� n @�� n @- � n @�� n @� � n @v � n@w � n@@� n@�� o.� o/� o0� o1~ o�g@� o �� o � � o 2� o � � o �� o3� o� � o�� p@m � p@n � p@o � p@@@� p@p p@~ p@�s@� p @�� p @, � p @� � p @� � p @�� p@q � p@@� p@�� q@ � q@,�q@@@@� q@-� q@m~ q@�s@� q @�� q @, � q @j� q @� � q @.� q@/� q@@� q@�� r@x � r@y �r@@@@� r@�r@~ r@@[@� r @�� r @- � r @@� r @� � r @z � r@[ � r@@� r@�� s4� s5� s6~ s�m@� s �� s � � s 7� s � � s 9� s8� s�� t@'� t@ �t@@@@� t@(t@~ t@t�@� t @�� t @�� t @)� t @� � t @�� t@*� t@@� t@�� u:� u;� u<� u>~ u@v@� u �� u � � u =� u � � u @� u?� u�� ve� vf� vg� vb~ v�k@� v �� v � � v �� v � � v i� vh� v�� wj� wk� wl� wm� w>~ w@v@� w �� w � � w �� w � � w u� wn� w�� x�� x�� x�� x�~ xk@� x �� x � � x �� x � � x �� x�� x�� y�� y�� y�� y�~ y`a@� y �� y � � y �� y � � y �� y�� y� � y�� z�� z�� z�� z�~ z e@� z �� z � � z �� z � � z �� z�� z�� [�� [�� [�� [~ [�h@� [ �� [ � � [ �� [ � � [ �� [�� [� � [�� \o� \p� \q� \r� \m~ \�x@� \ �� \ � � \ �� \ � � \ t� \s� \� � \�� ]u� ]v� ]w� ]x� ]i~ ]`a@� ] �� ] � � ] � ] � � ] x� ]y� ]�� ^z� ^� ^[� ^\� ^,~ ^�h@� ^ �� ^ � � ^ t� ^ � � ^ ^� ^]� ^�� _@:� _@;� _@<� _@@@� _@=� _@\~ _@�b@� _ @�� _ @�� _ @� _ @� � _ @>� _@?� _@@� _@��djl�������������������������������`abcdefghijklmnopqrstuvwxyz{|}~� `_� ``� `a� `b� `v~ `@[@� ` �� ` 0 � ` c� ` � � ` � � `d� `�� a@� � a@� �a@@@@� a@|� a@z~ a@a@� a @� a @- � a @q� a @� � a @� � a@� a@� a@o� a@�� bg� b!� bh� bi~ bb@� b �� b � � b 7� b � � b k� bj� b�� cl� cm� cn� co~ c�m@� c �� c � � c � � c � � c q� cp� c�� dr� ds� dt� du~ d�x@� d �� d � � d � � d � � d w� dv� d�� e@p� e@q�e@@@@� e@re@~ e@m@� e @� e @�� e @< � e @� � e @o� e@!e@� e@"� e@�� f}� f'� f~� fy~ f\�@� f �� f � � f � � f � � f �� f� f�� g�� g�� g�� g�~ g�m@� g �� g � � g 1 � g � � g �� g�� g�� h�� h�� h�~ h@q@� h �� h � � h � h � � h �� h�� h�� i@� � i@� �i@@@@� i@� i@~ i@`@� i @�� i @ � i @r � i @� � i @� � i@� � i@@� i@�� j@� � j@5� j@� � j@@@� j@�j@~ j@�k@� j @�� j @( � j @8� j @� � j @ � j@� j@� j@� � j@�� k@� � k@� �k@@@@� k@� k@~ k@�h@� k @�� k @* � k @�� k @� � k @� � k@� � k@@� k@�� l�� l�� l�~ l6�@� l �� l � � l {� l � � l �� l�� l�� m�� m�� m�� m�� m�~ m�s@� m �� m � � m � � m � � m �� m�� m�� n@� � n@� � n@e� n@@@� n@� n@~ n@d�@� n @�� n @* � n @{� n @� � n @�� n@� � n@@� n@�� o�� o�� o�~ o�x@� o �� o � � o 9 � o � � o �� o�� o�� p�� p�� p�� py~ pt�@� p �� p � � p n� p � � p �� p�� p�� q�� q�� q�� qy~ qd�@� q �� q � � q = � q � � q �� q�� q�� r�� r�� r�� r�~ r�b@� r �� r � � r � � r � � r �� r�� r�� s� s� s:� s� s~ s@q@� s �� s � � s � s � � s � s� s�� t@� � t@� �t@@@@� t@� � t@�~ t@�x@� t @�� t @i� t @� � t @� � t @ � t@� � t@@� t@�� u� u� u� u� u~ u��@� u �� u � � u  � u � � u  � u � u�� v@#� v@$�v@@@@� v@� v@~ v@6�@� v @�~ v @��a� v @{� v @� � v @%� v@&� v@@� v@�� w � w � wn� w� w~ wt�@� w �� w 0 � w � � w � � w � w� w�� x@: � x@� x@; � x@@@� x@< x@~ x@�x@� x @ � x @�� x @�� x @� � x @= � x@> � x@@� x@�� y@ � y@ � y@@� y@ y@� y@ y@~ y@@v@� y @� y @* � y @d� y @� � y @ � y@ � y@@� y@�� z@ � z@ � z@ � z@@@� z@ z@~ z@�m@� z @� z @* � z @k� z @� � z @ � z@ � z@@� z@�� {@ � {@, �{@@@@� {@- {@~ {@e@� { @� { @�� { @� { @� � { @. � {@/ {@� {@0 � {@�� |@ � |@ �|@@@@� |@ |@~ |@@v@� | @� | @* � | @z � | @� � | @ � |@ � |@@� |@�� }� }� }� }~ }�x@� } � } � � } � } � � } � }� }� � }�� ~� ~� ~� ~� ~~ ~�c@� ~ � ~ � � ~ � ~ � � ~ � ~� ~� � ~�� @� � @� �@@@@� @� � @-~ @v@�  @�  @- �  @a �  @� �  @ � @� � @@� @��d�l���������������������������������������������������������������� �@ � �@ ��@@@@� �@ � �@ ~ �@v@� � @� � @* � � @b� � @� � � @ � �@ �@� �@ � �@�� �@ � �@ � �@ � �@@@� �@ �@~ �@@[@� � @� � @( � � @o� � @� � � @ � �@ � �@@� �@�� �� �� � � �!� �~ �v@� � � � � � � w� � � � � #� �"� �� � ��� �@" � �@# � �@$ � �@@@� �@% �@~ �@�s@� � @� � @- � � @& � � @� � � @' � �@( � �@@� �@�� �$� �� �%� �&� �~ �@v@� � � � � � � �� � � � � (� �'� �� � ��� �)� �*� � � �,~ ��m@� � � � � � � -� � � � � /� �.� ��� �0� �1� �2~ ��x@� � � � � � � 3� � � � � 5� �4� �� � ��� �6� �� �7� �8� �~ ��s@� � � � � � � �� � � � � :� �9� �� � ��� �;� �<� �=� �>� �@~ �v@� � � � � � � ?� � � � � b� �a� ��� �c� �� �d� �e~ �@v@� � � � � � � f� � � � � h� �g� �� � ��� �i� �� �� �j� �~ �v@� � � � � � � }� � � � � l� �k� �� � ��� �m� �n� �o� �p~ �v@� � � � � � � � � � � � � r� �q� ��� �s� �t� �u~ �v@� � � � � � � v� � � � � x� �w� �� � ��� �y� �z� �[� �\~ ��s@� � � � � � � ]� � � � � _� �^� ��� �`� �5� �a~ �t�@� � � � � � � �� � � � � c� �b� ��� �d� �e� �,~ ��s@� � � � � � � �� � � � � �� ��� �� � ��� ��� ��� ��~ ��]@� � � � � � � �� � � � � �� ��� ��� ��� ��� ��~ ��m@� � � � � � � �� � � � � �� ��� ��� ��� �� ��� ��� �~ �@v@� � � � � � � $� � � � � �� ��� �� � ��� ��� �� �;� ��� �~ ��x@� � � � � � � �� � � � � �� ��� �� � ��� �@� �@��@@@@� �@�@~ �@v@� � @� � @� � � @ � � @� � � @� �@� �@@� �@�� �@@ � �@a ��@@@@� �@b �@~ �@@v@� � @� � @� � � @ � � @� � � @c � �@d � �@� � �@� � �@�� �@5� �@6��@@@@� �@7�@~ �@�[@� � @� � @� � � @�� � @� � � @8� �@9� �@@� �@�� ��� ��� ��� ��~ ��s@� � � � � � � )� � � � � �� ��� ��� �@ � �@!��@@@@� �@"� �@ ~ �@�s@� � @� � @>� � @� � � @� � � @o� �@#�@� �@ � �@�� ��� ��� ��� �#~ �[@� � � � � � � �� � � � � �� ��� ��� ��� �� ��� ��~ �@v@� � � � � � � b� � � � � �� ��� ��� �@$� �@%� �@&� �@@@� �@'�@~ �@@v@� � @� � @�� � @� � � @� � � @ � �@(� �@@� �@�� ��� ��� ��� ��~ ��c@� � � � � � � �� � � � � �� ��� ��� ��� ��� ��� �p~ �@p@� � � � 0 � � x� � � � � �� ��� ��� �@z � �@{ ��@@@@� �@| �@~ �@�s@� � @� � @ � � @� � � @� � � @} � �@~ �@� �@ � �@�� ��� �1� ��~ �q@� � � � � � � �� � � � � �� ��� �� � ���dnl���������������������������������������������������������������� ��� ��� ��~ ��h@� � � � � � � � � � � � � � ��� ��� �@-� �@.��@@@@� �@/�@~ �@�f@� � @� � @� � � @c � � @� � � @0� �@1�@� �@r� �@�� ��� ��� ��~ ��x@� � � � � � � o � � � � � �� ��� ��� �@0� �@1��@@@@� �@2�@~ �@@u@� � @2 � � @� � � @�� � @� � � @3� �@4�@� �@5� �@�� ��� ��� ��~ �h@� � 9� � <� � d� � � � � [� ��� ��� �@� � �@� � �@� � �@@@� �@� �@~ �@�@� � @� � � @ � � @p � � @� � � @� � �@� � �@@� �@�� �@� � �@� ��@@@@� �@� �@~ �@b@� � @� � � @ � � @3� � @� � � @? � �@� �@� �@� � �@�� �@� � �@� ��@@@@� �@� �@~ �@@q@� � @� � � @, � � @[ � � @� � � @� � �@� � �@@� �@�� ��� ��� ��� ��~ �@v@� � � � � � � � s � � � � � �� ��� �� � ��� ��� ��� ��~ ��]@� � � � � � � � �� � � � � �� ��� ��� ��� �5� �~ �h@� � � � � � � � 5 � � � � � � �� ��� �� �� �� �~ ��k@� � � � � � � � � � � � � � �� �� ��� �@u � �@���@@@@� �@v �@~ �@�c@� � @ � � @ � � @� � � @� � � @w � �@x �@� �@y � �@�� �@� � �@� � �@� � �@@@� �@� � �@a~ �@l@� � @ � � @ � � @� � � @� � � @� � �@� � �@� �@� �@�� �@� � �@� ��@@@@� �@� �@~ �@\�@� � @ � � @ � � @`� � @� � � @@� �@� � �@@� �@�� �� � � � ~ ��s@� �  � � � � � � � � � � � 0� �/� ��� �1� �� �2� �3~ �\�@� �  � � � � � � � � � � 5� �4� ��� �@� � �@� ��@@@@� �@� � �@"~ �@b@� � @ � � @�� � @8� � @� � � @�� �@� � �@@� �@�� �6� �7� �8� �9� ��~ �@v@� �  � � � � � f� � � � � ;� �:� ��� �@� � �@� ��@@@@� �@x�@~ �@@q@� � @ � � @- � � @� � � @� � � @�� �@� � �@@� �@�� �<� �=� �>� �?� �a~ �@v@� �  � � � � � @� � � � � c� �b� ��� �d� �e� �f� �g~ �,�@� �  � � � � � x� � � � � h� �g� ��� �i� �j� �k� �l� �m~ ��@� �  � � � � � �� � � � � o� �n� ��� �p� �q� �r� �s~ ��x@� �  � � � � � �� � � � � u� �t� ��� �@� � �@���@@@@� �@� �@~ �@�f@� � @ � � @�� � @> � � @� � � @ � �@� � �@@� �@�� �|� �'� �l� �~~ �d�@� �  � � � � � }� � � � � �� �� ��� ��� ��� �� ��~ ��m@� �  � � � � � �� � � � � �� ��� �� � ��� ��� ��� ��� ��~ �t�@� �  � � � � � � � � � � � �� ��� ��� ��� ��� ��~ �@q@� �  � � � � � � � � � � � �� ��� ��� ��� ��� �#~ �t�@� �  � � � � � �� � � � � �� ��� ��� ��� ��� ��� ��~ �e@� �  � � � � � �� � � � � �� ��� �� � ��� ��� �j� ��� ��� �~ �@q@� �  � � � � � �� � � � � �� ��� ���d�l���������������������������������������������������������������� ��� ��� ��� ��~ �@v@� �  � � � � � �� � � � � �� ��� ��� ��� ��� ��� ��~ ��s@� �  � � � � � �� � � � � �� ��� ��� ��� ��� ��� �t~ ��c@� �  � � � � � '� � � � � �� ��� ��� �@� �@��@@@@� �@��@~ �@t�@� � @ � � @� � � @� � � @� � � @� �@� �@@� �@�� ��� ��� ��~ ��m@� �  � � 0 � � �� � � � � �� ��� ��� �@� � �@�� �@2� �@@@� �@��@~ �@�h@� � @ � � @� � � @1 � � @� � � @� � �@� �@� �@'� �@�� ��� ��� ��~ �t�@� �  � � � � � 5 � � � � � �� ��� ��� ��� ��� ��~ ��m@� �  � � � � � �� � � � � �� ��� ��� ��� ��� ��� �r~ �u@� � .� � � � � �� � � � � � ��� ��� �@� � �@� � �@� � �@@@� �@� �@~ �@�r@� � @/� � @, � � @$� � @� � � @ � �@� � �@@� �@�� �@� � �@� ��@@@@� �@� � �@� ~ �@�h@� � @/� � @* � � @� � � @� � � @� � �@� �@� �@� � �@�� ��� ��� ��~ �h@� � �� � � � � {� � � � � �� ��� ��� ��� ��� ��~ �o@� � a� � � � � m� � � � � �� ��� ��� ��� ��� ��� ��~ �q@� � a� � � � � l� � � � � �� ��� ��� ��� ��� ��� ��~ �k@� � a� � � � � q � � � � � �� ��� ��� ��� ��� ��� ��~ �q@� � � � � � � � � � � � � � [� ��� �� � ��� �@� � �@� � �@� � �@@@� �@� �@�~ �@q@� � @� � � @ � � @�� � @� � � @�� �@� � �@@� �@�� ��� ��� ��~ ��h@� � &� � � � � g � � � � � �� ��� ��� ��� �� �3� ��~ ��a@� � �� � 0 � � � � � � � � �� ��� ��� ��� ��� ��� ��~ �@q@� � 4� � � � � ~� � � � � � � ��� ��� �@� � �@� ��@@@@� �@� �@~ �@q@� � @ � � @�� � @k � � @� � � @ � �@� � �@@� �@�� ��� �� ��~ �m@� � �� � � � � c� � � � � �� ��� ��� ��� ��� ��� ��~ ���@� � �� � � � � �� � � � � �� ��� ��� ��� ��� ��� ��� ��~ �~�@� � �� � � � � �� � � � � `� �_� ��� �@� � �@� ��@@@@� �@� �@~ �@�k@� � @[� � @�� � @] � � @� � � @� � �@� � �@@� �@�� �a� �b� �c~ ��]@� � �� � � � �  � � � � � e� �d� ��� �f� �g� �h� �i~ �m@� � x� � � � � � � � � � k� �j� ��� �l� �m� �n� �o� ��~ ��s@� � ; � � � � � \� � � � � q� �p� �� � ��� �r� �s� �t� �u~ �v@� � � � � � � � v� � � � � � �w� �� � ��� �@j� �@k� �@l� �@@@� �@m� �@�~ �@�s@� � @' � � @b� � @� � � @� � � @n� �@o� �@� �@� �@�� �x� �y� �z~ �@q@� � n� � � � � ;� � � � � @� ��� ��� ��� �� ��� ��~ ��@� � h� � � � � �� � � � � u� ��� ���d�l���������������������������������������������������������������� �@! � �@" ��@@@@� �@# �@~ �@j@� � @v� � @- � � @� � @� � � @$ � �@% � �@@� �@�� ��� ��� ��~ �e@� � v� � � � � �� � � � � [� ��� ��� ��� �� ��� ��~ �n@� � �� � � � � � � � � � [� ��� ��� ��� ��� ��~ �i@� � `� � � � � �� � � � � �� ��� ��� ��� ��� ��~ �q@� � �� � � � � o � � � � � �� ��� ��� �@e� �@f��@@@@� �@g�@~ �@j@� � @� � � @h� � @� � � @� � � @h� �@i� �@� �@� �@�� ��� ��� ��~ �t�@� � v � � � � � f � � � � � �� ��� �� � ��� �@& � �@' ��@@@@� �@ �@~ �@h@� � @�� � @�� � @� � � @� � � @( � �@) �@� �@* � �@�� �@� � �@� ��@@@@� �@� � �@� ~ �@�c@� � @� � @� � @y � � @� � � @� � �@� � �@@� �@�� ��� �j� ��� �z~ ��b@� � � � � � � � � � � � � �� ��� ��� ��� �� ��� �z~ �b@� � � � � � � p � � � � � �� ��� ��� ��� ��� ��� �#~ �m@� � � � � � � 9 � � � � � �� ��� ��� ��� ��� ��� �~ �e@� � � � � � � b � � � � � � �� ��� �@� � �@� ��@@@@� �@� �@~ �@�s@� � @z� � @� � � @-� � @� � � @� � �@� � �@@� �@�� �@� � �@� ��@@@@� �@� �@~ �@v@� � @z� � @� � � @0� � @� � � @� � �@� � �@@� �@�� �@2 � �@� �@@� �@3 �@� �@4 �@~ �@m@� � @�� � @�� � @� � @� � � @ � �@5 �@� �@i� �@�� �@6 � �@� �@@� �@7 �@� �@8 �@~ �@m@� � @�� � @�� � @� � � @� � � @ � �@9 �@� �@i� �@�� �� �'� �� � ~ �@@� � �� � � � � �� � � � � � �� ��� �� �� � � � ~ �q@� � �� � � � � �� � � � �  � � � ��� � � �� �� � ~ �m@� � �� � � � � � � � � � @� �� ��� �� �j� �� �~ �h@� � � � � � � � h � � � � � � �� ��� �@)� �@*��@@@@� �@ �@~ �@�c@� � @� � � @<� � @�� � @� � � @1 � �@,� �@@� �@�� �� �� �~ �@a@� � �� � � � � � � � � � �� �� ��� �@� � �@� ��@@@@� �@� �@~ �@c@� � @� � @* � � @� � � @� � � @o� �@� � �@@� �@�� �@�� �@���@@@@� �@��@~ �@m@� � @� � @� � � @� � � @� � � @� � �@� � �@@� �@�� �� �� �� �~ ��@� � � � � � � � � � � � � � � �� ��� �@a � �@b ��@@@@� �@c � �@�~ �@�h@� � @� � � @�� � @=� � @� � � @d � �@e � �@� � �@f � �@�� � � �!� �"~ ���@� � � � � � � � �� � � � � $� �#� ��� �%� �&� �'~ �q@� � � � � � � � (� � � � �  � �)� ��� � � � � � ~ ��s@� � � � � � � � o � � � � � � �� ��� �� ��� �� �~ ��s@� � n � � � � � h � � � � � � �� ��� �� �� �� �~ �v@� � � � � � � � l � � � � � � �� ���d�l�������������������������������     � @� � @� � @� � @@@� @� @~ @m@�  @o�  @� �  @� �  @� �  @�� @� � @@� @�� @� � @� �@@@@� @� @~ @��@�  @� �  @- �  @: �  @� �  @�� @� � @@� @�� � � ~ n�@�  � �  � �  �  � �  � � � ��  � !� "� #~ ��@�  �  � �  $�  � �  &� %� �� @@� @a�@@@@� @b@~ @�m@�  @� �  @>�  @= �  @� �  @c� @d@� @p� @�� b:� b;� d<� ccc� d=� d>� b/�  b��  b0�  b?�  b� �  b@� bac� d� b�� bb� bc� dd� ccc� de� da� bf�  b �  b0�  bg�  b� �  bh� bic� d� b�� bj� bc� dk� ccc� de� da� bl�  b �  b�  bm�  b� �  bn� boc� d� b�� bp� bq� dr� cc� ds� dtc� bu�  b �  bv�  bw�  b� �  bx� byc� d� b�� bz� b[� d\� ccc� d c� b]�  bn �  b^�  b_�  b� �  b[� b` c� da� b�� bb� bc� cccc� dd� de� bf�  b��  b0�  b'�  b� �  bg� bh c� d� b�� bi� bj� cccc� dx� d�� b�  b �  b�  by �  b� �  bk� bl c� d� b�� bm� bn� do� ccc� dp� d>� bf�  b��  b�  b_ �  b� �  b�� bq c� d� b�� br� bs� cccc� dt c� bu�  b��  b0�  bm �  b� �  bv� bw c� d� b�� bx� by�cccc� dz� d{� b|�  b��  b� �  bj �  b� �  b}� b~c� d� b�� b� b� d�� ccc� d�� dm� bf�  b��  b�  b��  b� �  b[� b�c� d�� b�� b�� bp� d�� ccc� d�c� bl�  b��  b]�  b��  b� �  b�� b�c� d� b�� b�� b��cccc� d�c� bu�  b�  b�  b� �  b� �  b�� b�c� d�� b�� b�� b��cccc� d�c� bu�  b��  b0 �  b� �  b� �  b:� b9c� d� b�� b�� b��cccc� d�c� b��  b��  b� �  b8�  b� �  b�� b�c� d� b�� b�� b�c� d�� d�c� d�c� b��  bn �  b�  b��  b� �  b[� b�c� d� b�� b�� b�c� d�� d�c� dc� b��  bn �  b�  bo�  b� �  b�� b`c� d� b�� b�� b�c� d�� d�c� d�c� b��  bn �  b�  b��  b� �  b�� b�c� d� b�� b�� b�c� d�� d�c� d�c� b��  bn �  b�  b��  b� �  b[� b�c� d� b�� b�� b�� d�� ccc� dc� b�  b� �  b0�  b�  b� �  b[� bc� d� b�� b� b� d� ccc� d� dm� b�  b��  b� �  b�  b� �  b� b c� d� b�� b � b� ccc� do � d � d � b �  b�  b]�  b�  b� �  b� bc� d� b�� b� b'�cccc� d� de� bf�  b��  b]�  b�  b� �  b� bc� d� b�� b� b'�cccc� d� d� bf�  b��  b� �  b��  b� �  b� bc� d� b�� b� b'�cccc� dc� b�  b� �  b]�  bt�  b� �  b� bc� d� b�� b� b'�cccc� d c� b�  b �  b�  bf �  b� �  b!� b"c� d� b�� b#� b'�cccc� d$� db� b$�  b��  b� �  bp �  bu�  b%� b&c� d� b��dl������������������������������� !"#$%&'()* ,-./0123456789:;<=>?� b'� b5� cccc� d( c� b)�  b'�  b� �  bz �  b� �  bc� b* c� d� b�� !b � !b5�!cccc� !d,!c� !b7� ! bn� ! b� � ! b{� ! b� � ! b-� !b.!c� !d� !b�� "b/� "b5�"cccc� "d0� "dp� "b1� " b� � " b� � " b2� " b� � " b3� "b4"c� "d� "b�� #b5� #b{ �#cccc� #d�� #d6� #b � # b�� # b� � # b� # b� � # b7� #b8#c� #d� #b�� $b9� $b��$cccc� $d:� $d;� $b�� $ b� $ b� � $ b<� $ b� � $ b=� $b>$c� $d� $b�� %b?� %b@� %cc� %da%c� %da%c� %bb� % b�� % b]� % b� % b� � % b�� %bc%c� %d� %b�� &bd� &be�&cccc� &df� &dg� &b� & b � & b]� & bb � & b� � & bh� &bi&c� &d� &b�� 'bj� 'bk�'cccc� 'dl� 'dm� 'b�� ' b � ' b� � ' b(� ' b� � ' bn� 'bo'c� 'd� 'b�� (bp� (b, �(cccc� (dq� (d� (bb� ( b� ( b� ( br� ( b� � ( bs� (bt(c� (d� (b�� )bu� )bv�)cccc� )dw)c� )b�� ) ba� ) b� � ) b� � ) b� � ) b[� )bx� )d� � )d� )b�� *by� *bz�*cccc� *d[� *d\� *b�� * b� � * b]� * bh � * b� � * b]� *b^*c� *d� *b�� b_� b`� cccc� da c� bl�  b�  b�  bb�  b� �  bc� bd c� d� b�� ,be� ,b�� ,df� ,ccc� ,dg� ,d>� ,b� , b�� , b� , bh� , b� � , bi� ,bj,c� ,d� ,b�� -bk� -bl� -dm� -ccc� -dn� -d#� -b/� - b� - b]� - bo� - b� � - bp� -bq-c� -d� -b�� .br� .bs� .d� .ccc� .dt.c� .b�� . b� . b� . bv� . b� � . bu� .bv.c� .d� .b�� /bw� /bx�/cccc� /dy� /dz� /b{� / b�� / b� / b�� / b� � / b|� /b}/c� /d~� /b�� 0b� 0b��0cccc� 0d�� 0d� 0b�� 0 b�� 0 b� 0 b�� 0 b� � 0 b�� 0b�0c� 0d � 0b�� 1b�� 1b�� 1d�� 1ccc� 1d�1c� 1b�� 1 b � 1 b0� 1 b\ � 1 b� � 1 b�� 1b�1c� 1d� 1b�� 2b�� 2b��2cccc� 2d�2c� 2b�� 2 b� � 2 b]� 2 b� � 2 b� � 2 b�� 2b�2c� 2d� 2b�� 3b�� 3b��3cccc� 3d�� 3d�� 3b�� 3 b�� 3 b]� 3 bh � 3 b� � 3 b�� 3b�3c� 3d�� 3b�� 4b�� 4b��4cccc� 4d�4c� 4b�� 4 b � 4 b0� 4 b�� 4 b� � 4 b�� 4b�4c� 4d� 4b�� 5b�� 5b��5cccc� 5d�5c� 5b�� 5 b�� 5 b� 5 b8� 5 b� � 5 b�� 5b�5c� 5d� 5b�� 6'� 6(� 6)� 6�~ 6�x@� 6 2 � 6 � � 6 *� 6 � � 6 ,� 6 � 6� � 6-� 7.� 7/� 70~ 7^@� 7 � 7 � � 7 1� 7 � � 7 3� 72� 7-� 8�� 8�� 8� � 8�~ 8�h@� 8  � 8 � � 8 x� 8 � � 8 �� 8�� 89� 9� 9� 9�� 9� 9z~ 9h@� 9 � 9 � � 9 � � 9 � � 9 � 9� 99� :4� :5� :d� :6~ :v@� : � : � � : � : � � : 8� :7� :9� ;:� ;;� ;<~ ;v@� ; � ; � � ; �� ; � � ; >� ;=� ;9� <b� <c� <d� <e~ <�b@� < � < � � < � � < � � < g� <f� <9� =h� =i� =j� =k~ =q@� = y � = � � = � = � � = m� =l� =9� >n� >o� >j� >k~ >@v@� > y � > � � > ;� > � � > q� >p� >9� ?@� � ?@�� ?@� � ?@@@� ?@� ?@~ ?@@q@� ? @�� ? @ � ? @� � ? @� � ? @� � ?@� � ?@@� ?@9�ddl�������������������������������@abcdefghijklmnopqrstuvwxyz[\]^_� @@� � @@� �@@@@@� @@� � @@>~ @@@v@� @ @�� @ @ � @ @� � @ @� � @ @� � @@� � @@@� @@9� a@� � a@y� a@� � a@@@� a@� � a@m~ a@@q@� a @�� a @ � a @� � a @� � a @� � a@� � a@@� a@9� b@n� b@��b@@@@� b@o� b@>~ b@�x@� b @�� b @* � b @�� b @� � b @a� b@p� b@@� b@9� c@� � c@� � c@� � c@@@� c@� � c@�~ c@�s@� c @�� c @( � c @^� c @� � c @� � c@� � c@@� c@9� d@e� d@� d@f� d@@@� d@g� d@m~ d@�x@� d @�� d @* � d @;� d @� � d @h� d@i� d@@� d@9� e@_� e@`� e@a� e@@@� e@b� e@>~ e@@v@� e @�� e @( � e @6� e @� � e @c� e@d� e@@� e@9� f@j� f@k�f@@@@� f@l� f@�~ f@@v@� f @�� f @* � f @� � f @� � f @� � f@m� f@@� f@9� g@�� g@��g@@@@� g@�g@~ g@ `@� g @�� g @- � g @�� g @� � g @�� g@� � g@@� g@9� h@q� h@r�h@@@@� h@s� h@�~ h@�b@� h @�� h @, � h @o� h @� � h @t� h@u� h@@� h@9� i@|� i@}� i@~� i@@@� i@� i@�~ i@@q@� i @�� i @, � i @� � i @� � i @� � i@�� i@@� i@9� j@v� j@w� j@x� j@@@� j@y� j@�~ j@�x@� j @�� j @, � j @k � j @� � j @z� j@{� j@@� j@9� k@�� k@��k@@@@� k@�k@~ k@�m@� k @�� k @, � k @` � k @� � k @�� k@�k@� k@�� k@9� l@�� l@�� l@�� l@@@� l@�� l@�~ l@�x@� l @�� l @, � l @�� l @� � l @�� l@�� l@@� l@9� m@� � m@� � m@� � m@@@� m@� � m@>~ m@@v@� m @�� m @- � m @y � m @� � m @� � m@� � m@@� m@9� nr� ns� nt� nm~ n`a@� n �� n � � n u� n � � n w� nv� n9� o@� � o@� �o@@@@� o@� o@~ o@m@� o @�� o @� o @?� o @� � o @� � o@� � o@@� o@9� px� py� pz~ p�s@� p �� p � � p � � p � � p \� p[� p9� q]� q^� q_~ q�s@� q �� q � � q � q � � q a� q`� q9� rb� rc� rd� r>~ r@v@� r �� r � � r e� r � � r k� rj� r9� sl� sm� sn� s>~ s�s@� s �� s � � s o� s � � s q� sp� s9� tr� ts� tt� tu� t>~ t�s@� t �� t � � t w � t � � t w� tv� t9� ux� uy� uz� um~ u�x@� u �� u � � u [� u � � u ]� u\� u9� v@� � v@� �v@@@@� v@� v@~ v@@q@� v @�� v @� � v @g� v @� � v @� � v@� � v@@� v@9� w@� � w@�� w@� � w@@@� w@� � w@m~ w@�]@� w @�� w @�� w @�� w @� � w @� � w@� � w@@� w@9� x@� � x@� �x@@@@� x@� � x@� ~ x@�s@� x @�� x @� � x @� � x @� � x @� � x@� � x@@� x@9� y^� y_� y`� ya� y>~ y�s@� y �� y � � y � � y � � y c� yb� y9� zd� ze� zf~ z�s@� z �� z � � z 8 � z � � z h� zg� z9� [i� [j� [k� [�~ [`a@� [ �� [ � � [ l� [ � � [ n� [m� [9� \o� \p� \q� \m~ \@q@� \ �� \ � � \ �� \ � � \ s� \r� \9� ]t� ]u� ]v� ]>~ ]�x@� ] �� ] � � ] w� ] � � ] y� ]x� ]9� ^z� ^{� ^|� ^�~ ^�s@� ^ �� ^ � � ^ �� ^ � � ^ ~� ^}� ^� � ^9� _� _�� _e� _�� _>~ _�s@� _ �� _ � � _ &� _ � � _ �� _�� _9�d4l�������������������������������`abcdefghijklmnopqrstuvwxyz{|}~� `�� `�� `�~ `@q@� ` �� ` � � ` b� ` � � ` �� `�� `9� a�� a�� a�� a{� ai~ a�b@� a �� a � � a p� a � � a }� a|� a9� b@� � b@�� b@� � b@@@� b@� � b@i~ b@�b@� b @�� b @i� b @�� b @� � b @� � b@� � b@@� b@9� c~� c� c�� c�~ c�]@� c �� c � � c �� c � � c �� c�� c9� d�� d�� d�� d�� d>~ d�x@� d �� d � � d (� d � � d � d�� d9� e�� e�� e�~ e `@� e �� e � � e �� e � � e �� e�� e9� f�� f�� f�� f�� f>~ f@[@� f �� f � � f �� f � � f �� f�� f9� g�� gs� g�� g�~ g��@� g �� g 0 � g [ � g � � g �� g�� g9� h@d � h@�� h@�� h@@@� h@e h@~ h@�x@� h @�� h @>� h @�� h @� � h @f � h@g h@� h@h � h@9� i�� i�� i�� i�~ i@q@� i �� i 0 � i �� i � � i � � i�� i9� j�� j�� j�� jm~ j�s@� j �� j � � j 8� j � � j �� j�� j9� k�� k�� k�� k�� km~ k�x@� k �� k � � k d� k � � k �� k�� k9� l@ � l@ � l@ � l@@@� l@ l@~ l@�c@� l @�� l @ � l @ � l @� � l @ � l@ � l@@� l@9� m@e� m@f�m@@@@� m@f m@~ m@h@� m @� m @� � m @� � m @� � m @� � m@g m@� m@h � m@9� n@< � n@= �n@@@@� n@> � n@z~ n@h@� n @� n @- � n @k� n @� � n @? � n@@ n@� n@o� n@9� o�� o�� o�~ od�@� o �� o � � o � � o � � o �� o�� o9� p@� � p@� �p@@@@� p@� � p@�~ p@@q@� p @�� p @ � p @�� p @� � p @ � p@ � p@@� p@9� q�� q�� q�~ q@q@� q �� q � � q �� q � � q �� q�� q9� r�� r�� r�� r�~ r�x@� r �� r � � r w� r � � r �� r�� r9� s@7 � s@8 �s@@@@� s@9 s@~ s@�m@� s @�� s @- � s @c � s @� � s @: � s@; s@� s@� � s@9� t@* � t@ �t@@@@� t@, � t@�~ t@�h@� t @�� t @* � t @c� t @� � t @- � t@. � t@@� t@9� u�� u�� u�� u�~ u�x@� u �� u � � u 0� u � � u �� u�� u9� v@/ � v@`�v@@@@� v@0 v@~ v@@q@� v @�� v @, � v @�� v @� � v @1 � v@2 � v@@� v@9� w�� ws� w�� wy~ we@� w �� w � � w *� w � � w �� w�� w9� x�� x�� x�� x�� x�~ x@[@� x �� x � � x � � x � � x �� x�� x9� y�� y�� y�� y�~ y�m@� y �� y � � y �� y � � y �� y�� y9� z@c � z@s� z@ � z@@@� z@d z@~ z@t�@� z @�� z @� z @� � z @� � z @� � z@e z@� z@�� z@9� {�� {�� {�� {�� {�~ {�b@� { �� { � � { w � { � � { �� {�� {9� |�� |�� |�� |�~ |\�@� | �� | � � | � � | � � | �� |�� |9� }�� }�� }�� }�� }�~ }@q@� } �� } � � } �� } � � } �� }�� }9� ~�� ~�� ~�� ~y~ ~�k@� ~ �� ~ � � ~ �� ~ � � ~ �� ~�� ~9� @s � @t �@@@@� @u @~ @@[@�  @��  @� �  @��  @� �  @y� @v � @@� @9�dpl���������������������������������������������������������������� ��� ��� ��~ ��]@� � �� � � � � � � � � � � �� ��� �9� ��� ��� ��~ ���@� � �� � � � � � � � � � �� ��� �9� �@� � �@ ��@@@@� �@ �@~ �@@q@� � @�� � @>� � @z � � @� � � @� � �@ �@� �@�� �@9� ��� ��� ��~ ���@� � �� � � � � k � � � � � �� ��� �9� ��� �s� ��� ��� ��~ ��r@� � �� � 0 � � � � � � � �� ��� �� � �9� �@o � �@p ��@@@@� �@q � �@�~ �@�s@� � @�� � @� � � @ � � @� � � @� � �@r � �@@� �@9� ��� ��� ��~ �\�@� � �� � � � � �� � � � � �� ��� �9� ��� ��� ��� ��~ �@q@� � �� � � � � e � � � � � �� ��� �9� ��� ��� ��~ �t�@� � �� � � � � � � � � � � �� ��� �9� �@� �@��@@@@� �@� �@�~ �@z�@� � @�� � @�� � @j� � @� � � @� � �@� �@@� �@9� ��� ��� ��� ��~ �,�@� � �� � � � � �� � � � � �� ��� �9� ��� ��� ��� ��~ �[@� �  � � � � � �� � � � � �� ��� �9� �@b� �@c��@@@@� �@d�@~ �@@v@� � @� � @* � � @h � � @� � � @e� �@f� �@@� �@9� �@� � �@� � �@� � �@@@� �@� � �@�~ �@�x@� � @� � @ � � @! � � @� � � @� � �@� � �@@� �@9� �@ � �@ ��@@@@� �@l�@~ �@�]@� � @� � @ � � @b� � @� � � @ � �@ � �@@� �@9� �@g� �@h� �@�� �@@@� �@i� �@�~ �@�x@� � @� � @* � � @� � � @� � � @j� �@k� �@@� �@9� �@q� �@r��@@@@� �@s�@~ �@�]@� � @� � @, � � @�� � @� � � @� � �@t� �@@� �@9� �@l� �@m��@@@@� �@n�@~ �@[@� � @� � @* � � @o� � @� � � @� � �@p� �@@� �@9� �@3 � �@4 ��@@@@� �@� �@~ �@@v@� � @� � @- � � @� � @� � � @5 � �@6 � �@@� �@9� �@ � �@ � �@! � �@@@� �@" �@~ �@��@� � @� � @* � � @�� � @� � � @# � �@$ � �@@� �@9� ��� �m� ��� ��~ �@[@� � � � � � � �� � � � � �� ��� �9� �@q � �@r � �@s � �@@@� �@t �@~ �@@[@� � @� � @� � � @u � � @� � � @y� �@v � �@@� �@9� �� �� �� �� �~ �@v@� � � � � � � � � � � � � �� �9� �� � � � � � ~ ��s@� � � � � � �  � � � � � � � � �9� �� �� �� �@~ ��s@� � � � � � � p � � � � � � �� �9� �� �� �� �~ �e@� � � � � � � h� � � � � � �� �9� �� �� �~ ��]@� � � � � � � �� � � � � � �� �9� �@�� �@���@@@@� �@��@~ �@�s@� � @� � @� � � @ � � @� � � @n � �@o �@� �@p � �@9� �� � � �!� �@~ ��x@� � � � � � � d � � � � � #� �"� �9� �$� �%� �&� �'~ ��s@� � � � � � � (� � � � � *� �)� �9� � � �,� �-~ ��z@� � � � � � � .� � � � � s� �r� �9� �@` � �@a ��@@@@� �@� �@~ �@�]@� � @� � @�� � @� � @� � � @b � �@c � �@@� �@9�d$l���������������������������������������������������������������� �@w � �@x ��@@@@� �@y �@~ �@[@� � @� � @>� � @$� � @� � � @� � �@z � �@@� �@9� �@� � �@� � �@� � �@@@� �@� �@~ �@\�@� � @� � @b� � @� � � @� � � @� � �@� �@� �@p � �@9� �t� �u� �d� �v~ �@v@� � � � � � � �� � � � � x� �w� �9� �y� �z� �{� �~ �@[@� � � � � � � |� � � � � ~� �}� �9� �� �� ��� ��~ � `@� � � � ]� � �� � � � � �� ��� �9� ��� ��� �c~ �@a@� � � � � � � d� � � � � f� �e� �9� �g� �h� ��� �i� �j~ ��x@� � � � � � �  � � � � � l� �k� �9� �m� �^� �n� �o� �p~ ��f@� � � � � � � � � � � � � � �� �q� �9� �r� �s� �t~ �@q@� � � � � � � � '� � � � � v� �u� �9� �w� �x� �y~ �@v@� � � � � � � � r� � � � � �� ��� �9� ��� ��� ��� ��� �a~ ��s@� �  � � � � � }� � � � � �� ��� �9� ��� ��� ��� �a~ ��x@� �  � � � � � �� � � � � �� ��� �9� �@�� �@���@@@@� �@a � �@�~ �@�x@� � @ � � @�� � @f� � @� � � @ � �@b � �@@� �@9� ��� ��� ��~ �@v@� �  � � � � � 0� � � � � �� ��� �9� �@� � �@� ��@@@@� �@� �@~ �@�m@� � @ � � @ � � @,� � @� � � @� � �@� � �@@� �@9� ��� ��� ��� �a~ �@v@� �  � � � � � �� � � � � �� ��� �9� �@� � �@s� �@� � �@@@� �@� � �@� ~ �@d�@� � @ � � @ � � @5� � @� � � @� � �@� � �@@� �@9� �@| � �@} ��@@@@� �@� �@~ �@`@� � @ � � @<� � @c� � @� � � @~ � �@ � �@@� �@9� �@z� �@[��@@@@� �@\� �@)~ �@�s@� � @ � � @ � � @�� � @� � � @]� �@^� �@@� �@9� ��� ��� ��� ��� �a~ ��s@� �  � � � � � �� � � � � �� ��� �9� ��� ��� ��� �a~ ��]@� �  � � � � � n � � � � � �� ��� �9� ��� ��� ��� ��~ ��h@� �  � � � � � #� � � � � �� ��� �9� ��� ��� �n� ��~ ��h@� �  � � � � � l � � � � � �� ��� �9� ��� ��� ��� ��~ ��c@� �  � � � � � �� � � � � �� ��� �9� �@� �@� �@� �@@@� �@�@~ �@e@� � @ � � @>� � @�� � @� � � @� �@� �@@� �@9� ��� ��� ��� ��� ��~ �n�@� �  � � � � � �� � � � � �� ��� �9� �@w � �@x � �@� �@@@� �@y � �@a~ �@@v@� � @ � � @<� � @r� � @� � � @z � �@{ � �@@� �@9� �@j � �@k � �@l � �@@@� �@m �@~ �@�f@� � @ � � @� � � @�� � @� � � @� � �@n � �@@� �@9� ��� ��� ��~ �`@� �  � � � � � �� � � � � �� ��� �9� ��� �m� ��� ��� ��~ �f�@� �  � � 0 � � � � � � � �� ��� �9� ��� ��� ��� ��� �a~ �@v@� �  � � � � � �� � � � � �� ��� �9� �@i � �@j � �@k � �@@@� �@l �@~ �@�m@� � @ � � @� � � @1� � @� � � @� � �@m � �@@� �@9�d2l���������������������������������������������������������������� ��� ��� ��~ ��s@� �  � � � � � q � � � � � �� ��� �9� ��� ��� ��� ��~ ��c@� �  � � � � � �� � � � � �� ��� �9� �@� �@� �@� �@@@� �@��@~ �@�x@� � @ � � @>� � @f� � @� � � @� � �@� �@@� �@9� ��� ��� ��� ��~ �`@� �  � � � � � �� � � � � �� ��� �9� ��� ��� ��� �x� ��~ ��m@� �  � � 0 � � � � � � � � �� ��� �9� �@#� �@$��@@@@� �@%�@~ �@@q@� � @ � � @�� � @2� � @� � � @&� �@'� �@@� �@9� ��� ��� ��� ��~ ��]@� �  � � � � � �� � � � � �� ��� �9� ��� ��� �x� ��~ ��m@� �  � � � � � � � � � � � �� ��� �9� �@<� �@=��@@@@� �@>�@~ �@�m@� � @� � @- � � @� � � @� � � @?� �@@� �@@� �@9� ��� ��� ��� ��~ �d�@� � �� � � � � q� � � � � �� ��� �9� ��� ��� ��� ��~ ���@� � �� � � � � �� � � � � �� ��� �9� ��� ��� ��~ �q@� � [� � � � � x � � � � � �� ��� �9� ��� ��� ��~ �q@� � 8� � � � � �� � � � � �� ��� �9� ��� ��� ��~ �q@� � 8� � � � � v� � � � � �� ��� �9� �@� �@���@@@@� �@�@~ �@�b@� � @8� � @>� � @k� � @� � � @� �@� �@@� �@9� �@� �@� ��@@@@� �@ �@~ �@v@� � @8� � @>� � @!� � @� � � @y� �@"� �@@� �@9� ��� ��� ��~ �q@� � � � � � � � a� � � � � �� ��� �9� �@� � �@s��@@@@� �@� � �@� ~ �@j@� � @� � @ � � @o� � @� � � @� � �@� � �@@� �@9� �@% � �@& ��@@@@� �@' � �@z~ �@�a@� � @� � @* � � @6 � � @� � � @( � �@) � �@@� �@9� ��� ��� ��� �z~ ��f@� � � � � � � � � � � � � ��� �9� �� �� �� � ~ �d@� � �� � � � � � � � � � �  � � � �9� �@[ � �@\ ��@@@@� �@] � �@ ~ �@�f@� � @�� � @�� � @� � � @� � � @^ � �@_ �@� �@�� �@9� �@� � �@s� �@� � �@@@� �@� � �@� ~ �@@q@� � @� � � @ � � @i � � @� � � @� � �@� � �@@� �@9� �@u� �@v��@@@@� �@w� �@�~ �@h@� � @# � � @* � � @w� � @� � � @x� �@y� �@@� �@9� � � � � � � �~ ��s@� � � � � � � � � � � � � � �� �9� �b�� �bc� �d�� �ccc� �d�� �da� �b/� � b � � b]� � b�� � b� � � b�� �b��c� �d�� �b9� �b�� �b�� �ccc� �d�� �d��c� �b�� � b� � � b0 � � b�� � b� � � b�� �b��c� �d�� �b9� �b�� �b�� �d�� �ccc� �d��c� �b�� � b� � b� � � b'� � b� � � b�� �b��c� �d�� �b9� �b�� �b�� �ccc� �d�� �d��c� �b�� � b� � � b]� � b�� � b� � � b�� �b��c� �d�� �b9� �b�� �b�� �d�� �ccc� �d�� �d�� �bf� � b�� � b� � b*� � b� � � b�� �b��c� �d�� �b9� �b�� �bh�c� �d�� �cc� �di� �dj� �b�� � b� � b� � � b� � � b� � � b�� �b��c� �d�� �b9� �b�� �b���cccc� �d�� �d� �b�� � b� � b� � � b�� � b� � � b�� �b��c� �d�� �b9�dl���������������������������������������������������������������� �b�� �b�� �ccc� �d� � �d�� �de� �b � � b�� � b� � b^� � b� � � b�� �b��c� �d�� �b9� �b�� �b} ��cccc� �d�� �db� �b� � b�� � b� � b� � � b� � � b�� �b��c� �d�� �b9� �b�� �b���cccc� �d�� �d�� �b � � b�� � b]� � b�� � b� � � b�� �b��c� �d�� �b9� �b�� �b���cccc� �d�� �dz� �bf� � b�� � b� � � b�� � b� � � b�� �b��c� �d�� �b9� �b�� �b�� �d�� �ccc� �d�� �d�� �b � � b�� � b� � b� � � b� � � b�� �b��c� �d�� �b9� �b�� �b�� �d�� �ccc� �d��c� �b� � b� � � b� � be � � b� � � b�� �b��c� �d�� �b9� �b�� �b�� �d�� �ccc� �d��c� �b]� � b� � b� � � b� � b� � � b�� �b��c� �d�� �b9� �b�� �b���cccc� �d�� �d�� �b�� � b�� � b0� � b�� � b� � � b�� �b��c� �d�� �b9� �b�� �b���cccc� �d��c� �b)� � b�� � b]� � bn� � b� � � by� �b��c� �d�� �b9� �b� �b��cccc� �d� �d�� �bf� � b�� � b� � � b�� � b� � � b�� �b�c� �d�� �b9� �b� �b��cccc� �d� �d�� �bb� � b�� � b� � b� � b� � � b� �b�c� �d�� �b9� �b � �b ��cccc� �d � �d � �b � � b�� � b]� � bm � � b� � � b � �b�c� �d�� �b9� �b� �b��cccc� �d�c� �b� � b� � b� � b� � b� � � b� �b�c� �d�� �b9� �b� �b� �d� �ccc� �d�c� �b� � b� � b� � b� � b� � � b� �b�c� �d�� �b9� �b� �b��cccc� �d �c� �b!� � b� � b]� � bh� � b� � � b"� �b#�c� �d�� �b9� �b$� �b%��cccc� �d&�c� �b�� � b � � b� � � bw � � b� � � b'� �b(�c� �d�� �b9� �b)� �b*� �d � �ccc� �d,� �d-� �bf� � b�� � b.� � bz � � b� � � b/� �b0�c� �d�� �b9� �b1� �b� �d2� �ccc� �d3� �d�� �b � � b � � b� � b4� � b� � � b5� �b6�c� �d�� �b9� �b7� �b8��cccc� �d9�c� �b� � b� � b0� � b:� � b� � � b;� �b<�c� �d�� �b9� �b=� �b>��cccc� �d�� �d>� �b� � b�� � b� � b?� � b� � � b�� �b@�c� �d�� �b9� �ba� �bs� �db� �ccc� �dc� �dm� �b/� � b�� � b^� � bz � � b� � � bd� �be�c� �d�� �b9� �bf� �bs� �dg� �ccc� �dh�c� �bl� � b � � b� � bi� � b� � � bj� �bk�c� �d�� �b9� �bl� �bs��cccc� �dm� �dn� �bo� � b� � b� � � b� � � b� � � bp� �bq�c� �d�� �b9� �br� �bs��cccc� �dt� �d�� �bb� � b�� � b� � b� � � b� � � bu� �bv�c� �d�� �b9� �bw� �bx��cccc� �dy�c� �b/� � b� � b0� � bz� � b� � � b[� �b\�c� �d�� �b9� �b]� �b^��cccc� �d_�c� �bf� � b� � b`� � b[� � b� � � ba� �bb�c� �d�� �b9� �bc� �bd��cccc� �de� �d�� �b/� � b�� � b]� � b5 � � b� � � bf� �bg�c� �d�� �b9� �bh� �bi� �dj� �ccc� �dk� �dl� �bf� � b�� � b]� � bs � � b� � � bm� �bn�c� �d�� �b9� �bo� �bc� �dp� �ccc� �dq� �d>� �b/� � b�� � b0� � bz � � b� � � b�� �br�c� �d�� �b9� �bs� �bt� �d� �ccc� �du� �d>� �bu� � b�� � b� � � bj � � b� � � b�� �bv�c� �d�� �b9� �bw� �bx��cccc� �dy� �d�� �bf� � b � � bv� � b�� � b� � � bz� �b{�c� �d�� �b9� �b|� �b}��cccc� �d~�c� �bu� � b� � b� � b� � b� � � b�� �b��c� �d�� �b9�d l�������������������������������     � b�� b�� d�� ccc� d�� d�� b{�  b��  b� �  b��  b� �  b�� b�c� d�� b9� b�� b�� d�� ccc� d�c� b��  b��  b]�  b�  b� �  b�� b�c� d�� b9� � � � ~ �x@�  �  � �  ��  � �  � � � @�� @��@@@@� @� @~ @@q@�  @�  @��  @q�  @� �  @� � @� � @@� @� � b�� b�� d/� ccc� d�c� bf�  b �  b� �  b��  b� �  b�� b�c� d�� b�� b�� b�� d/� ccc� d�c� bf�  b �  b� �  bv�  b� �  b�� b�c� d�� b�� @� � @� �@@@@� @� @~ @�f@�  @�  @h�  @� �  @� �  @�� @� @� @>� @ � � � � ~ �c@�  ��  � �  �  � �  � �  � b�� b�� ccc� d�� d�c� b��  b� �  b]�  b��  b� �  b�� b�c� d�� b�� b�� b�� cccc� d� c� bl�  b�  b�  b��  b� �  b�� b� c� d�� b�� b�� b�� ccc� d� � d�� d>� b/�  b��  b� �  b��  b� �  b�� b� c� d�� b�� @� � @� � @@@@� @�  @~ @�x@�  @ �  @ �  @� �  @� �  @� � @� � @@� @!� "� s� #� �~ g@�  � �  � �  ��  � �  g� f� !� h� i� j� k~ d�@�  ��  � �  � �  � �  �� �� !� �� �� �~ @a@�  �  � �  � �  � �  �� �� �� �� �� �~ �c@�   �  � �  ��  � �  �� �� � � �� �� �� �� y~ q@�  ��  � �  e �  � �  �� �� �� @?� @@�@@@@� @a@~ @�x@�  @�  @��  @��  @� �  @� � @� � @@� @�� @� � @� � @� � @@@� @ @~ @@q@�  @y �  @� �  @>�  @� �  @ � @ @� @-� @�� @� � @� �@@@@� @� @~ @�s@�  @��  @* �  @-�  @� �  @� � @� @� @�� @�� �� �� �� �� >~ �x@�  ��  � �  ��  � �  �� �� �� @ � @ �@@@@� @ � @m~ @�x@�  @�~  @ѫa�  @� �  @� �  @ � @ � @@� @�� �� �� �� >~ @v@�  ��  � �  ��  � �  �� �� �� �� �� �� y~ \�@�  ��  � �  s �  � �  �� �� �� �� �� a� �� �~ t�@�  ��  � �  q �  � �  �� �� �� �� �� �� �~ @v@�  ��  � �  ��  � �  �� �� �� @ � @ �@@@@� @ � @ ~ @d�@�  @��  @��  @ �  @� �  @� @ � @@� @�� �� �� �~ �s@�  �  � �  '�  � �  �� �� �� �� �� �~ o@�  �  � �  f �  � �  �� �� �� �� �� �~ @v@�  �  0 �  }�  � �  �� �� �� �� �� �~ @v@�  �  � �  ��  � �  �� �� �� �� �� �~ @q@�  � �  � �  {�  � �  �� �� ��d�l������������������������������� !"#$%&'()* ,-./0123456789:;<=>?� �� �� �~ �s@�  � �  � �  s �  � �  �� �� �� !@� � !@� �!@@@@� !@� !@~ !@t�@� ! @ � ! @- � ! @� � ! @� � ! @� � !@� � !@@� !@�� "�� "s� "�� "�� "a~ "@v@� "  � " � � " _ � " � � " �� "�� "�� #�� #�� #�~ #�c@� #  � # � � # � � # � � # �� #�� #�� $�� $�� $�~ $�x@� $  � $ � � $ �� $ � � $ � $�� $�� %@� � %@� �%@@@@� %@� � %@� ~ %@�x@� % @/� % @, � % @n� % @� � % @� � %@� � %@� %@� %@�� &@� � &@� �&@@@@� &@� &@~ &@e@� & @) � & @�� & @d� & @� � & @�� &@� &@� &@� � &@�� '@ � '@ �'@@@@� '@ '@~ '@h@� ' @�� ' @>� ' @� � ' @� � ' @� '@ '@� '@ � '@�� (�� (�� (~ (�s@� ( 8� ( � � ( k � ( � � ( � (� (�� )� )� )� )#~ )�a@� ) � ) � � ) 6 � ) � � ) � )� )�� *� * � * � *k~ *g@� * �� * � � * g � * � � *  � * � *�� @� � @� � @@@@� @�  @~ @q@�  @��  @i�  @h�  @� �  @� � @� � @@� @�� ,b�� ,b�� ,ccc� ,ds� ,d�� ,dz� ,b1� , b� , b� � , b�� , b� � , b�� ,b�,c� ,d� � ,b�� -b�� -b��-cccc� -d�-c� -b�� - b � - b� - b�� - b� � - b�� -b�-c� -d� � -b�� .b�� .br� .d�� .ccc� .d� .dm� .b� . b�� . b� . b�� . b� � . b�� .b�.c� .d� � .b�� /b�� /b��/cccc� /d�� /d�� /bu� / b�� / b0� / b�� / b� � / b�� /b�/c� /d� /b�� 0 � 0� 0� 0�~ 0~�@� 0  � 0 0 � 0 � 0 � � 0 � 0� 0� 1� 1� 1�~ 1h@� 1 � � 1 0 � 1 � � 1 � � 1 � � 1]� 1^� 2@% � 2@& � 2@' � 2@@@� 2@( � 2@� ~ 2@�q@� 2 @� 2 @ � 2 @� 2 @� � 2 @) � 2@* � 2@@� 2@^� 3@d � 3@e � 3@f � 3@@@� 3@g 3@~ 3@�h@� 3 @�� 3 @* � 3 @h � 3 @� � 3 @) � 3@i � 3@@� 3@^� 4_� 4`� 4a� 4b~ 4�h@� 4 �� 4 � � 4 u � 4 � � 4 d� 4c� 4^� 5@ � 5@� 5@ � 5@@@� 5@ 5@~ 5@@v@� 5 @� 5 @ � 5 @� � 5 @� � 5 @�� 5@ � 5@@� 5@^� 6@9 � 6@: � 6@; � 6@@@� 6@< 6@~ 6@v@� 6 @� 6 @� � 6 @h � 6 @� � 6 @= � 6@> � 6@@� 6@^� 7@? � 7@@ � 7@a � 7@@@� 7@b 7@~ 7@t�@� 7 @� 7 @� � 7 @x � 7 @� � 7 @� � 7@c � 7@@� 7@^� 8e� 8f� 8�� 8j~ 8�m@� 8  � 8 0 � 8 �� 8 � � 8 �� 8�� 8� � 8^� 9@5 � 9@6 �9@@@@� 9@7 9@~ 9@m@� 9 @a� 9 @* 9 @� 9 @� � 9 @ � 9@8 � 9@@� 9@^� :�� :�� :�~ :�@� : � : � � : � � : � � : � � :�� :^� ;�� ;�� ;�� ;�~ ;m@� ; � ; � � ; �� ; � � ; �� ;�� ;^� <�� <�� <�� <=~ <m@� < �� < � � < 8� < � � < � � <�� <^� =@0 � =@1 �=@@@@� =@2 =@~ =@@q@� = @�� = @ � = @$� = @� � = @3 � =@4 � =@@� =@^� >@ � >@, �>@@@@� >@- >@~ >@m@� > @�� > @* � > @�� > @� � > @. � >@/ � >@@� >@^� ?�� ?�� ?�� ?!~ ?q@� ? � � ? � � ? q� ? � � ? � � ?�� ?^�d�l�������������������������������@abcdefghijklmnopqrstuvwxyz[\]^_� @�� @�� @�� @�~ @�h@� @ � � @ 0 � @ �� @ � � @ � � @�� @^� a�� a�� a�~ a�s@� a �� a � � a �� a � � a � � a�� a� � a^� b� by� b� b<~ bd@� b � � b � � b s � b � � b � b� b^� c@ � c@ � c@ � c@@@� c@ c@~ c@j@� c @v� c @* c @� c @� � c @ � c@ � c@@� c@^� d� d� d� d[~ dq@� d � � d � � d � � d � � d � � d� d^� e� e� e ~ e@q@� e � � e � � e ,� e � � e  � e � e^� f@ � f@ �f@@@@� f@ f@~ f@��@� f @# � f @i� f @?� f @� � f @% � f@ f@� f@ � f@^� g@ � g@ �g@@@@� g@ g@~ g@m@� g @� � g @ � g @� � g @� � g @% � g@ � g@@� g@^� h � h � h~ h�m@� h o� h � � h �� h � � h � � h� h^� i@! � i@�i@@@@� i@" � i@8~ i@h@� i @ � i @ � i @�� i @� � i @# � i@$ � i@@� i@^� jb�� jb��jcccc� jd�jc� jb � j b � j b� j b� � j b� � j b�� jb�jc� jd� jb^� kb�� kb�� kd�� kccc� kd�kc� kb�� k b� k b� � k b� � k b� � k b�� kb�kc� kd� kb^� l� l� l� l~ l�r@� l �� l � � l g� l � � l � l� l� � l� m� m� m� m~ mv@� m �� m � � m 2� m � � m � m� m� � m� n� n� n� n~ nv@� n �� n � � n � � n � � n � n� n� � n� o@j � o@k �o@@@@� o@l o@~ o@�f@� o @� � o @� � o @� � o @� � o @�� o@m � o@@� o@� p� p� p � p!~ p�m@� p � p � � p "� p � � p $� p#� p%� q&� q'� q(� q)~ q@q@� q  � q � � q �� q � � q  � q*� q%� r,� r-� r.� ra~ r�s@� r  � r � � r �� r � � r 0� r/� r%� s1� s2� s3� s�~ s�s@� s �� s 0 � s 4� s � � s 6� s5� s7� t8� t� t9� t�~ tg@� t � � t � � t �� t � � t � � t:� t7� u;� u� u<� u�~ ug@� u � � u � � u v� u � � u >� u=� u7� vb�� vb�� vd�� vccc� vd�� vd�� vb�� v b� v b� v b�� v b� � v b�� vb�vc� vd� vb7� wb�� wb�� wd�� wccc� wd�wc� wbf� w b�� w b� � w b�� w b� � w b�� wb�wc� wd� wb7� x@n � x@o �x@@@@� x@p x@~ x@�@� x @y � x @>� x @� � x @� � x @q � x@r x@� x@s � x@c� y?� y@� ya� y�~ y�x@� y � y � � y ?� y � � y �� yb� yc� zb�� zb�� zccc� zd� � zd�zc� zb�� z bl � z b]� z b�� z b� � z b�� zb�zc� zd�� zbc� [@t � [@u �[@@@@� [@v � [@*~ [@�]@� [ @� [ @�� [ @b � [ @� � [ @w � [@x [@� [@ � [@i� \d� \e� \f~ \�x@� \ � \ � � \ *� \ � � \ h� \g� \i� ]@} � ]@~ � ]@@@� ]@" � ]@� � ]@v~ ]@v@� ] @� ] @* � ] @ � ] @� � ] @ � ]@� � ]@@� ]@o� ^@� � ^@� � ^@@@� ^@$ � ^@� ^@~ ^@�f@� ^ @ � ^ @, � ^ @� ^ @� � ^ @� � ^@� ^@� ^@� � ^@o� _@� � _@� � _@@@� _@ � _@� _@~ _@d�@� _ @� _ @* � _ @�� _ @� � _ @� � _@� _@� _@ � _@o�d�l�������������������������������`abcdefghijklmnopqrstuvwxyz{|}~� `\� `v� `� � `]� `�~ `�f@� ` �� ` � � ` t � ` � � ` g� `^� `o� ah� ai� a� � aj~ a~�@� a �� a � � a ?� a � � a {� ak� ao� b�� b}� b� � b�~ bd�@� b � b � � b �� b � � b �� b�� bo� c�� c�� c� � c�� c~ c�m@� c  � c � � c �� c � � c �� c�� co� dr� ds� d�� dt~ d�s@� d � d � � d 9 � d � � d v� du� do� e�� e�� e�� e�~ e�r@� e �� e � � e �� e � � e �� e�� eo� f�� f�� f�� f�� fn~ f~�@� f � f � � f i � f � � f �� f�� fo� g�� g�� g�� g�� g�~ gm@� g � g � � g a � g � � g �� g�� go� h�� hw� h�� h�� hg~ h�@� h �� h � � h � � h � � h �� h�� ho� i@y � i@z �i@@@@� i@[ i@~ i@�]@� i @� i @- � i @� � i @� � i @\ � i@] � i@@� i@o� j@x � j@y �j@@@@� j@z � j@~ j@�b@� j @� j @* � j @� � j @� � j @{ � j@| � j@� j@� j@o� kj� kk� kl~ k�x@� k � k � � k � k � � k n� km� ko� lx� ly� lz~ l`@� l � l � � l _� l � � l \� l[� lo� mu� mv� mw� mx� my~ m�f@� m �� m � � m � � m � � m [� mz� mo� n@�� n@��n@@@@� n@�n@~ n@�f@� n @�� n @b� n @t� n @� � n @�� n@�n@� n@�� n@o� o@i � o@j �o@@@@� o@k o@~ o@d�@� o @�� o @� � o @i� o @� � o @l � o@m o@� o@ � o@o� p|� p}� p~� p(~ p�@� p �� p � � p �� p � � p �� p� po� q@�� q@��q@@@@� q@�q@~ q@�h@� q @�� q @>� q @� q @� � q @�� q@�q@� q@�� q@o� r@� � r@� �r@@@@� r@� r@~ r@�g@� r @ � r @� � r @� � r @� � r @� � r@�� r@� r@� r@o� s@� � s@� �s@@@@� s@� s@~ s@e@� s @� s @� � s @q� s @� � s @� � s@� � s@@� s@o� t�� ti� t�� t.~ t@q@� t � t � � t 3 � t � � t �� t�� to� u�� u�� u�� u.~ u�s@� u � u � � u � � u � � u �� u�� uo� v�� v�� v�~ v�c@� v  � v � � v 8� v � � v �� v�� vo� w�� w�� w�� w"~ w�m@� w  � w � � w *� w � � w �� w�� wo� x�� x�� x�� x~ x@q@� x  � x � � x � � x � � x �� x�� xo� y@� � y@� �y@@@@� y@� y@~ y@�]@� y @� y @- � y @� y @� � y @� � y@� � y@@� y@o� z�� z�� z�~ z@p@� z �� z � � z � � z � � z �� z�� zo� {�� {�� {�~ {m@� { "� { � � { x� { � � { �� {�� {o� |�� |�� |�~ |f@� | � | � � | w � | � � | �� |�� |o� }�� }�� }�� }�~ }@@� } � } � � } � � } � � } �� }�� }o� ~�� ~�� ~�� ~�~ ~�c@� ~ � ~ � � ~ �� ~ � � ~ �� ~�� ~o� @� � @� �@@@@� @� @~ @�f@�  @��  @i�  @� �  @� �  @� � @� � @@� @o�d�l���������������������������������������������������������������� �@n � �@o ��@@@@� �@p �@~ �@�h@� � @� � @- � � @� � � @� � � @q � �@r � �@� � �@� � �@o� ��� ��� ��~ �>@� � �� � � � �  � � � � � o� ��� �o� ��� ��� ��~ ��c@� � b � � � � � c� � � � � �� ��� �o� ��� �v� ��~ ��e@� � l � � � � � � � � � � � �� ��� �o� �@^ � �@_ ��@@@@� �@` �@~ �@s@� � @# � � @, � � @� � � @� � � @a � �@b �@� �@c � �@o� �@d � �@e ��@@@@� �@f �@~ �@r@� � @� � � @- � @� � @� � � @g � �@h �@� �@& � �@o� �@s � �@t ��@@@@� �@u �@~ �@q@� � @# � � @�� � @\ � � @� � � @v � �@w � �@@� �@o� ��� ��� ��~ �p@� � � � � � � � �� � � � � �� ��� �o� ��� ��� ��� �~ ��f@� � f � � � � � � � � � � � �� ��� �o� ��� ��� �6~ �h@� � � � � � � � � � � � � �� ��� �o� �@�� �@���@@@@� �@��@~ �@j@� � @� � @�� � @8� � @� � � @�� �@�� �@@� �@o� �b�� �b���cccc� �d�� �d�� �b)� � b � � b� � � bi � � b� � � b�� �b��c� �dw� �bo� �b�� �b�� �ccc� �d�� �d��c� �b� � b� � � b� � b$� � b� � � b�� �b��c� �dw� �bo� �b�� �bt ��cccc� �d�� �d�� �b�� � b�� � b]� � bv� � b� � � b�� �b��c� �dw� �bo� �b�� �bt ��cccc� �d��c� �b)� � bl � � b]� � b'� � b� � � b�� �b��c� �dw� �bo� �b�� �b���cccc� �d��c� �bf� � b�� � b� � b�� � b� � � b�� �b��c� �d�� �bo� �b�� �b���cccc� �d�� �d� �b� � b � � b0� � b� � b� � � b� �b�c� �dw� �bo� �b� �b� �ccc� �d�� �d� �d�� �b�� � b� � b� � � b3 � � b� � � b�� �b��c� �dw� �bo� �b�� �b�� �ccc� �d� � �d�� �d�� �bb� � b� � b0� � bd� � b� � � b�� �b��c� �dw� �bo� �b�� �bv� �ccc� �d�� �d�� �d� �b� � b�� � b]� � ba � � b� � � b�� �b��c� �dw� �bo� �b�� �bv��cccc� �d��c� �b� � b�� � b� � b�� � b� � � b� �b��c� �dw� �bo� �b�� �bv� �ccc� �d�� �d��c� �b�� � b�� � b]� � b�� � b� � � b�� �b��c� �dw� �bo� �b�� �b���cccc� �d�� �d� �bu� � b � � b� � bl� � b� � � b�� �b��c� �dw� �bo� �b�� �b���cccc� �d�� �d�� �b�� � b � � b0� � bl� � b� � � b�� �b��c� �dw� �bo� �b�� �b���cccc� �d� �d.� �b�� � b� � b� � � b � � b� � � b�� �b��c� �d�� �bo� �b�� �b���cccc� �d��c� �b�� � b�� � b� � b{� � b� � � b�� �b��c� �d�� �bo� �@�� �@���@@@@� �@��@~ �@t�@� � @�� � @� � � @^ � � @� � � @4� �@��@� �@�� �@�� �@�� �@���@@@@� �@�� �@h~ �@�m@� � @� � @� � � @�� � @� � � @�� �@�� �@� � �@� �@� �b�� �b���cccc� �d��c� �b�� � b� � b]� � b� � � b� � � b�� �b�� �d� � �d�� �b� �@� �@��@@@@� �@��@~ �@d@� � @� � @�� � @� � � @� � � @�� �@�� �@@� �@� �� �� �~ ��h@� � � � � � � n� � � � � � �� �� �@�� �@���@@@@� �@��@~ �@�k@� � @� � @� � � @� � @� � � @�� �@��@� �@r� �@�d0l���������������������������������������������������������������� �@�� �@���@@@@� �@��@~ �@�x@� � @� � @ � � @�� � @� � � @�� �@�� �@@� �@�� � � ��� ��~ ��s@� � � � � � � �� � � � � �� ��� ��� �@�� �@���@@@@� �@��@~ �@�x@� � @� � @b� � @6 � � @� � � @�� �@�� �@� �@� �@�� �@�� �@�� �@@� �@)�@� �@��@~ �@d@� � @� � @, � � @�� � @� � � @�� �@�� �@@� �@�� �@�� �@���@@@@� �@��@~ �@[@� � @� � @* � � @� � � @� � � @�� �@�� �@@� �@�� �@p� �@q��@@@@� �@��@~ �@�x@� � @� � @�� � @� � � @� � � @�� �@�� �@@� �@�� ��� ��� ��~ ��x@� � � � � � � �� � � � � �� ��� ��� ��� ��� ��� ��~ �j@� � � � � � � q � � � � � �� ��� ��� �@�� �@���@@@@� �@��@~ �@@q@� � @� � � @�� � @o� � @� � � @�� �@��@� �@�� �@�� �@� �@��@@@@� �@�@~ �@`@� � @ � � @� � � @:� � @� � � @� �@� �@� �@� �@� �@ � �@ ��@@@@� �@� �@� ~ �@�h@� � @ � � @� � � @}� � @� � � @� �@� �@� � �@ � �@� �@� �@��@@@@� �@�@~ �@�h@� � @/� � @- � � @s � � @� � � @ � �@ �@� �@ � �@� �b�� �b�� �d�� �ccc� �d��c� �b� � b�� � b� � b� � � b� � � b�� �b��c� �d�� �b� �@� �@� �@� �@@@� �@� �@� ~ �@@v@� � @�� � @- � � @� � � @� � � @� �@� �@@� �@�� ��� ��� ��� ��~ �q@� � �� � � � � � � � � � � �� ��� ��� �@� �@��@@@@� �@�@~ �@d�@� � @� � @� � � @� � � @� � � @� �@� �@@� �@�� �@� �@��@@@@� �@�@~ �@�t@� � @�� � @b� � @� � � @� � � @� � �@�@� �@�� �@�� ��� ��� ��� ��~ ��x@� � � � � � � � 5 � � � � � �� ��� �� � ��� �@�� �@���@@@@� �@��@~ �@q@� � @� � � @� � @@ � � @� � � @�� �@�� �@@� �@�� �@�� �@�� �@@@� �@$ � �@��@~ �@~�@� � @� � @- � � @� � � @� � � @�� �@��@� �@�� �@�� �@�� �@�� �@@@� �@$ � �@��@~ �@m@� � @� � @<� � @�� � @� � � @o� �@��@� �@ � �@�� �b�� �b���cccc� �d�� �d�� �b� � b1� � b� � � bz� � b� � � bo� �b��c� �d�� �b�� �b�� �b���cccc� �d��c� �b|� � b�� � b0 � � b� � � b� � � b�� �b��c� �d�� �b�� �@� �@� �@� �@@@� �@��@~ �@�f@� � @� � @i� � @�� � @� � � @�� �@�� �@@� �@�� ��� ��� ��~ ��]@� � � � � � � � � � � � � �� ��� ��� �b�� �b���cccc� �d��c� �b�� � b� � b� � � b�� � b� � � b�� �b��c� �d�� �b�� �1� ��� �2� �� � �3~ �v@� � � � � � � � �� � � � � 5� �4� ��� ��� ��� �o � ��� ��~ ��m@� � �� � � � � ]� � � � � �� ��� ��� ��� ��� �o � ��� ��~ ��h@� � �� � � � � � � � � � �� ��� ��� �@�� �@�� �@�� �@@@� �@��@~ �@d�@� � @� � @�� � @� � � @� � � @� � �@��@� �@x� �@�� ��� ��� ��� �~ �^@� � � � � � � y� � � � � �� ��� �� � ��� ��� ��� ��~ �e@� � � � � � � > � � � � � �� ��� ���d�l���������������������������������������������������������������� �@�� �@�� �@�� �@@@� �@�� �@~ �@�b@� � @y � � @� � � @s� � @� � � @�� �@�� �@� � �@ � �@�� �@�� �@���@@@@� �@<�@~ �@�c@� � @�� � @ � � @� � � @� � � @� � �@��@� �@� � �@�� �@�� �@�� �@�� �@@@� �@��@~ �@`a@� � @�� � @ � � @� � � @� � � @�� �@�� �@@� �@�� �@�� �@���@@@@� �@��@~ �@t�@� � @�� � @�� � @h � � @� � � @�� �@��@� �@�� �@�� ��� ��� ��� ��~ ��a@� � �� � � � � �� � � � � �� ��� ��� �@�� �@���@@@@� �@��@~ �@�h@� � @�� � @� � � @� � � @� � � @�� �@��@� �@�� �@�� ��� ��� ��� �&~ ��h@� � �� � � � � � � � � � � �� ��� ��� �@�� �@���@@@@� �@��@~ �@�f@� � @�� � @h� � @� � � @� � � @�� �@��@� �@� � �@�� �@�� �@���@@@@� �@�� �@�~ �@�@� � @� � @� � � @� � � @� � � @� � �@�� �@@� �@�� �@�� �@���@@@@� �@��@~ �@�s@� � @� � @* � � @� � � @� � � @�� �@��@� �@l� �@�� ��� ��� �~ �@v@� � � � 0 � � k � � � � � � �� ��� �@�� �@���@@@@� �@��@~ �@,�@� � @ � � @ � � @� � � @� � � @�� �@�� �@@� �@�� �� ��� �� �� �~ ��x@� �  � � � � � � � � � �  � �� ��� � � ��� � � � � � ~ ��@� �  � � � � � '� � � � � � �� ��� �� �� �~ �@p@� �  � � � � � � � � � � � �� ��� �� �� �f~ �q@� � a� � � � � q� � � � � h� �g� ��� �@�� �@�� �@�� �@@@� �@��@~ �@m@� � @�� � @- � � @z � � @� � � @�� �@�� �@@� �@�� �@�� �@�� �@�� �@@@� �@��@~ �@h@� � @�� � @� @� � @� � � @�� �@��@� �@� � �@�� �i� �j� �k� �=~ ��g@� � � � � � � q� � � � � m� �l� ��� �n� �o� �p� �q~ �h@� � �� � � � � � � � � � �  � �*� ��� �,� �-� �.� ��~ ��x@� � � � � � � � � � � � � � 0� �/� �� � ��� �@�� �@���@@@@� �@� �@~ �@�c@� � @� � � @� � � @,� � @� � � @�� �@��@� �@�� �@�� �b�� �b���cccc� �d�� �d&� �b]� � b�� � b� � b�� � b� � � b� �b�c� �d� �b�� �b� �b��cccc� �d� �d� �bf� � b � � b� � b� � b� � � b� �b �c� �d�� �b�� �b � �b ��cccc� �d �c� �b�� � b� � b� � � b�� � b� � � b � �b�c� �d�� �b�� �b� �b��cccc� �d� �d� �b� � b � � b0 � � b� � b� � � b� �b�c� �d�� �b�� �b� �b��cccc� �d�� �d3� �b!� � b�� � bh� � b� � b� � � b� �b�c� �d� �b�� �@�� �@�� �@�� �@@@� �@��@~ �@ `@� � @y � � @� � @� � @� � � @�� �@�� �@� �@� �@;� �@�� �@�� �@�� �@@@� �@��@~ �@�^@� � @ � � @� � � @�� � @� � � @�� �@�� �@� � �@� � �@;� �6� �7� �8~ ��f@� � b� � � � � �� � � � � :� �9� �;� �<� �=� �>� �?� �%~ �c@� � �� � � � � � � � � � � a� �@� �;� �b� �b��cccc� �d�c� �b�� � b� � b.� � b � � b� � � b� �b �c� �d!� �b;�d�l���������������������������������������������������������������� �@�� �@�� �@@@� �@ � �@��@~ �@@v@� � @�� � @- � � @c � � @� � � @�� �@��@� �@�� �@h� �b� �c� �d� �e~ �@u@� � � � � � � � � � � � g� �f� �h� �i� �j� �k� �l� � ~ ��b@� � � � � � � m� � � � � o� �n� �� � �h� �p� �q� �r� �t~ ��x@� � � � � � � s� � � � � v� �u� �h� �@�� �@�� �@�� �@@@� �@�� �@�~ �@�c@� � @�� � @ � � @�� � @� � � @�� �@�� �@@� �@h� �@ � �@ � �@ � �@@@� �@ �@~ �@�s@� � @�� � @* � � @� � � @� � � @ � �@ � �@@� �@h� �@ � �@ � �@ � �@@@� �@ � �@f~ �@�x@� � @�� � @* � � @b� � @� � � @ � �@ � �@@� �@h� �w� �x� �y� �z~ �@v@� � �� � � � � [� � � � � u� �\� �� � �h� �@�� �@���@@@@� �@��@~ �@~�@� � @�� � @i� � @�� � @� � � @�� �@�� �@@� �@h� �]� �^� �_~ �@v@� � �� � � � � `� � � � � u� �a� �� � �h� �@�� �@���@@@@� �@��@~ �@�]@� � @�� � @i� � @ � � @� � � @�� �@�� �@@� �@h� �b� �c� �d� �f~ ��x@� � �� � � � � e� � � � � h� �g� �h� �i� �j� �k� �l~ �t�@� � �� � � � � � � � � � � n� �m� �h� �@�� �@���@@@@� �@��@~ �@�x@� � @�� � @( � � @b� � @� � � @�� �@�� �@@� �@h� �@�� �@���@@@@� �@�� �@�~ �@�c@� � @�� � @ � � @�� � @� � � @�� �@�� �@@� �@h� �@�� �@�� �@�� �@@@� �@�� �@�~ �@@q@� � @�� � @, � � @ � � @� � � @ � �@�� �@@� �@h� �o� �p� �q� �r~ ��s@� � �� � � � � � � � � � � t� �s� �h� �@�� �@�� �@�� �@@@� �@��@~ �@t@� � @�� � @� � � @� � � @� � � @�� �@��@� �@�� �@h� �u� �v� �w� �x~ ��m@� �  � � � � � �� � � � � z� �y� �� � �h� �{� �|� �}� �x~ �t@� �  � � � � � ~� � � � � �� �� �� � �h� �@�� �@�� �@�� �@@@� �@�� �@�~ �@m@� � @� � @ � � @*� � @� � � @�� �@�� �@@� �@h� �@�� �@���@@@@� �@��@~ �@@v@� � @� � @- � � @�� � @� � � @u� �@�� �@@� �@h� �@�� �@���@@@@� �@ �@~ �@c@� � @� � @- � � @7� � @� � � @ � �@ � �@@� �@h� ��� ��� ��� ��~ �q@� � � � � � � q � � � � � �� ��� �h� ��� ��� ��~ �s@� �  � � � � � �� � � � � �� ��� �� � �h� �@�� �@���@@@@� �@��@~ �@c@� � @ � � @* � � @a� � @� � � @�� �@��@� �@ � �@h� �@�� �@���@@@@� �@��@~ �@�h@� � @ � � @� � � @� � � @� � � @�� �@��@� �@�� �@h� ��� ��� ��� ��~ ��f@� �  � � � � � f� � � � � �� ��� �h� ��� ��� ��~ ��s@� �  � � � � � h� � � � � �� ��� �h� �@�� �@���@@@@� �@��@~ �@�s@� � @� � @- � � @'� � @� � � @�� �@�� �@@� �@h� ��� ��� �?� �~ ��h@� � �� � � � � �� � � � � �� ��� �h� ��� ��� ��� �q~ ��f@� � �� � � � � � � � � � �� ��� �h�dl�������������������������������     � �� �� �~ h@�  ��  � �  �  � �  2� �� h� @ � @ �@@@@� @ @~ @�s@�  @� �  @ �  @��  @� �  @ � @ � @@� @h� �� �� �� �~ �p@�  � �  0 �  1 �  � �  � �� h� b"� b#�cccc� d$� df� b/�  b��  b�  b%�  b� �  b&� b'c� d(� bh� b)� b*�cccc� d c� b�  b��  bh�  by �  b� �  b,� b-c� d.� bh� b/� b0�cccc� d1� d� � b2�  b�  b� �  b� �  b� �  b3� b4c� d.� bh� b5� b6�cccc� d7� d�� b/�  b��  b�  by �  b� �  b8� b9c� d.� bh� b:� b;�cccc� d<� d�� b1�  b��  b� �  b�  b� �  b=� b>c� d.� bh� b?� b@� da� ccc� db� d�� bf�  b��  b�  bt�  b� �  bc� bdc� d.� bh� @�� @� @@@� @" � @� @~ @�@�  @��  @ �  @{�  @� �  @�� @� @� @�� @� @d � @(� @@@� @" � @) @~ @��@�  @� �  @� �  @!�  @� �  @*� @ � @@� @� � � ~ e@�  �  � �  �  � �  � � � @�� @�� @@@@� @� @~ @c@�  @��  @* �  @> �  @� �  @�� @� @� @�� @� @,� @-� @@@@� @. @~ @h�@�  @��  @b�  @�  @� �  @/� @0 @� @� � @� @�� @��@@@@� @�@~ @=@�  @��  @- �  @�  @� �  @� � @�@� @ � @� @�� @��@@@@� @"@~ @�h@�  @��  @�  @� �  @� �  @�� @�� @@� @� @�� @��@@@@� @�@~ @�m@�  @��  @��  @� �  @� �  @�� @�@� @�� @� �  �  �  ~ t�@�  ��  � �  1 �  � �   �  � � @�� @��@@@@� @�@~ @��@�  @��  @i�  @9 �  @� �  @ � @�@� @� � @� @?� @@�@@@@� @a@~ @�h@�  @��  @��  @��  @� �  @b� @c� @@� @� @�� @��@@@@� @�@~ @�@�  @��  @��  @� �  @� �  @�� @�� @@� @� � � � ~ �h@�  ��  � �  �  � �  � � � � � � ~ `�@�  ��  � �  ��  � �  � � � � � � ~ �a@�  ��  � �  l �  � �  � � �  � !� "� #~ �h@�  ��  � �  ��  � �  %� $� � &� '� (� &~ 0�@�  ��  � �  z �  � �  *� )� �  � ,� -� ~ h�@�  ��  � �  !�  � �  /� .� � @t � @u �@@@@� @v � @� ~ @@v@�  @��  @<�  @�  @� �  @w � @x � @@� @� @�� @��@@@@� @�@~ @�s@�  @��  @<�  @� �  @� �  @�� @�� @@� @� 0� 1� 2� 3~ �m@�  ��  � �  5�  � �  5� 4� � @1� @2�@@@@� @"� @#~ @�m@�  @��  @b�  @> �  @� �  @3� @4� @@� @� @� @� @b� @@@� @�@~ @g@�  @��  @ �  @� �  @� �  @ � @ @� @ � @�d~l������������������������������� !"#$%&'()* ,-./0123456789:;<=>?� @/ � @� @0 � @@@� @1  @~ @g@�  @��  @, �  @� �  @� �  @2 � @3  @� @ � @� !@ � !@ �!@@@@� !@!@~ !@h@� ! @�� ! @ � ! @� � ! @� � ! @�� !@!@� !@ � !@� "6� "7� "8� "9~ "g@� " �� " � � " � " � � " ;� ":� "� #@> � #@? �#@@@@� #@3#@~ #@g@� # @�� # @� � # @1 � # @� � # @@ � #@a #@� #@ � #@� $<� $=� $3~ $�g@� $ �� $ � � $ �� $ � � $ ?� $>� $� %@� %a� %b� %c� %9~ %e@� % �� % ]� % �� % � � % e� %d� %� &f� &g� &h� &x~ &@v@� &  � & � � & i� & � � & k� &j� &� � &� 'l� 'm� 'n~ '�x@� '  � ' 0 � ' o� ' � � ' q� 'p� '� � '� (r� (s� (d� (e~ (@p@� ( � ( � � ( t� ( � � ( u� (t� (� )@�� )@��)@@@@� )@�� )@�~ )@p�@� ) @� ) @�� ) @� ) @� � ) @�� )@�� )@@� )@� *@d� *@e� *@@� *@@*@� *@f� *@g~ *@@@� * @� * @�� * @�� * @� � * @<� *@h� *@@� *@� v� w� d� e~ @p@�  �  � �  �  � �  y� x� � ,@l � ,@m �,@@@@� ,@n ,@~ ,@�s@� , @� , @�� , @y � , @� � , @@ � ,@o � ,@@� ,@� -@� -@�-@@@@� -@3-@~ -@`a@� - @� - @* � - @ � - @� � - @� -@� -@@� -@� .@4 � .@5 �.@@@@� .@6 .@~ .@�s@� . @� . @- � . @m � . @� � . @7 � .@8 � .@@� .@� /z� /[� /3~ /`a@� / � / � � / f� / � � / ]� /\� /� 0@p � 0@q �0@@@@� 0@30@~ 0@`a@� 0 @� 0 @� � 0 @�� 0 @� � 0 @r � 0@s � 0@@� 0@� 1^� 1_� 1`~ 1�x@� 1 � 1 � � 1 < � 1 � � 1 b� 1a� 1� 2c� 2d� 2e~ 2q@� 2 � 2 � � 2 < � 2 � � 2 g� 2f� 2� 3h� 3i� 3j~ 3\�@� 3 � 3 � � 3 � � 3 � � 3 l� 3k� 3� 4@y � 4@z �4@@@@� 4@[ 4@~ 4@�m@� 4 @� 4 @�� 4 @1 � 4 @� � 4 @\ � 4@] 4@� 4@^ � 4@� 5@_ � 5@` �5@@@@� 5@[ 5@~ 5@�m@� 5 @� 5 @�� 5 @6 � 5 @� � 5 @a � 5@b 5@� 5@c � 5@� 6m� 6n� 6o~ 6\�@� 6 � 6 � � 6 {� 6 � � 6 q� 6p� 6� 7_� 7`� 7a� 7~ 7`@� 7 � 7 � � 7 b� 7 � � 7 �� 7�� 7� � 7� 8�� 8�� 8�� 8~ 8�b@� 8 � 8 � � 8 �� 8 � � 8 {� 8z� 8� � 8� 9|� 9}� 9~� 9~ 9�]@� 9 � 9 � � 9 � 9 � � 9 �� 9�� 9� � 9� :�� :�� :�� :~ :�]@� : � : � � : �� : � � : �� :�� :� � :� ;�� ;�� ;�� ;~ ;[@� ; � ; � � ; �� ; � � ; �� ;�� ;� � ;� <�� <�� <�� <~ <[@� < � < � � < �� < � � < �� <�� <� =�� =�� =�� =�� =~ =[@� = � = � � = �� = � � = �� =�� =� � =� >�� >�� >�� >~ >`@� > � > � � > �� > � � > �� >�� >� � >� ?�� ?�� ?�� ?~ ?�]@� ? � ? � � ? �� ? � � ? �� ?�� ?� � ?�dtl�������������������������������@abcdefghijklmnopqrstuvwxyz[\]^_� @�� @�� @�� @~ @�x@� @ � @ � � @ �� @ � � @ �� @�� @� � @� a�� a�� a�� a~ a[@� a � a � � a �� a � � a �� a�� a� � a� b�� b�� b�� b~ be@� b � b � � b �� b � � b �� b�� b� � b� c�� c�� c�� c~ c�b@� c � c � � c �� c � � c �� c�� c� � c� d@� d@�d@@@@� d@d@~ d@@p@� d @8� d @� � d @� � d @� � d @� d@� d@@� d@� e�� e�� e�~ e@p@� e �� e � � e � � e � � e �� e�� e� f�� f�� f�~ fh@� f `� f � � f �� f � � f �� f�� f� g@�� g@�� g@�� g@@@� g@�g@~ g@�f@� g @�� g @�� g @�� g @� � g @�� g@�g@� g@�� g@� h@� h@�h@@@@� h@h@~ h@n@� h @� h @* � h @p� h @� � h @�� h@- h@� h@. � h@� i@b � i@c �i@@@@� i@d i@~ i@c@� i @� i @� � i @� � i @� � i @e � i@f i@� i@g � i@� j@9 � j@: �j@@@@� j@; j@~ j@>@� j @� j @i� j @� � j @� � j @< � j@= � j@@� j@� k@5� k@6�k@@@@� k@7k@~ k@�p@� k @� k @� � k @j� k @� � k @o� k@8k@� k@. � k@� l@�� l@��l@@@@� l@�l@~ l@k@� l @�� l @� l @�� l @� � l @� l@� l@@� l@� m�� m�� m�~ m�c@� m �� m � � m � m � � m �� m�� m� n@9� n@:�n@@@@� n@;n@~ n@�e@� n @l � n @�� n @� � n @� � n @<� n@=n@� n@>� n@� o�� o�� o�~ om@� o l � o � � o �� o � � o �� o�� o� p�� p�� p�� p�~ p�c@� p � � p � � p �� p � � p �� p�� p� q@�� q@��q@@@@� q@�q@~ q@@@� q @# � q @- � q @�� q @� � q @�� q@�q@� q@� q@� r�� r�� r�� r~ re@� r � � r � � r � � r � � r �� r�� r� s@h � s@i �s@@@@� s@j s@~ s@f@� s @� � s @� � s @�� s @� � s @@ � s@k � s@@� s@� t@�� t@��t@@@@� t@�t@~ t@�a@� t @� � t @( � t @!� t @� � t @�� t@�� t@@� t@� u�� u�� u�~ ui@� u � � u � � u �� u � � u �� u�� u� vbe� vbf� vccc� vds� vdg� vdh� vbi� v bj� v b� � v b� � v b� � v bk� vblvc� vdm� vb� wbn� wbo�wcccc� wdpwc� wb� w b�� w b.� w bz � w b� � w bq� wbrwc� wds� wb� xbt� xbu� xdv� xccc� xdjxc� xb� x b� x b� x bg � x b� � x bw� xbxxc� xdy� xb� ybz� yb[�ycccc� yd\� yd]� ybf� y b�� y b� � y b^� y b� � y b_� yb`yc� ydy� yb� zba� zbb� zdc� zccc� zddzc� zb]� z b� z b� z b?� z b� � z be� zbfzc� zdy� zb� [bg� [bh�[cccc� [di� [dj� [b�� [ b� [ b]� [ b� � [ b� � [ bk� [bl[c� [d(� [b� \bm� \bn�\cccc� \de� \dt� \bo� \ b� \ b.� \ bp� \ b� � \ bq� \br� \d� � \ds� \b� ]@i� ]@j�]@@@@� ]@k� ]@@~ ]@�m@� ] @�� ] @( � ] @(� ] @� � ] @l� ]@m� ]@@� ]@�� ^�� ^�� ^�~ ^�s@� ^ � ^ � � ^ 6 � ^ � � ^ �� ^�� ^�� _�� _�� _�� _~ _�]@� _ � _ � � _ �� _ � � _ �� _�� _� � _��dpl�������������������������������`abcdefghijklmnopqrstuvwxyz{|}~� `�� `�� `�� `~ ``@� ` � ` � � ` �� ` � � ` �� `�� `� � `�� a@x� a@y� a@z� a@@@� a@na@~ a@q@� a @k� a @�� a @� � a @� � a @u� a@o� a@@� a@�� b�� b�� b�� b~ b`@� b �� b � � b = � b � � b �� b�� b�� c�� c�� c�� c%~ c�x@� c �� c � � c (� c � � c 4� c3� c� � c�� d5� d6� d7~ d�c@� d l � d � � d �� d � � d 9� d8� d�� ebt� ebu�ecccc� edvec� eb$� e b? � e b� � e b] � e b� � e b�� ebwec� edx� eb�� f:� f;� f<� f=~ f�b@� f � f � � f s � f � � f ?� f>� f@� ga� gb� gc� gd� ge~ g�x@� g �� g � � g w � g � � g g� gf� g@� hh� hi� hj� he~ h�[@� h �� h � � h c � h � � h l� hk� h@� i@[� i@\�i@@@@� i@]� i@e~ i@~�@� i @�� i @�� i @� � i @� � i @^� i@_i@� i@`� i@@� j@u� j@v�j@@@@� j@w� j@e~ j@~�@� j @�� j @�� j @8� j @� � j @x� j@yj@� j@z� j@@� k@p� k@q�k@@@@� k@rk@~ k@�]@� k @ � k @� � k @�� k @� � k @s� k@t� k@� k@� k@@� lm� ln� lo� lq~ l�`@� l � � l � � l p� l � � l s� lr� l� � l@� mt� mu� mv� mw� mx~ mv@� m � m � � m 1� m � � m z� my� m[� n\� n]� n^~ n�x@� n � n � � n � � n � � n �� n�� n[� o@ � o@ �o@@@@� o@ o@~ o@@q@� o @� o @� � o @� � o @� � o @� � o@� o@� o@� � o@[� p�� p�� p�� p�~ p�b@� p � p � � p m � p � � p �� p�� p� � p[� q@ � q@ � q@ q@� q@ q@� q@ q@~ q@�\@� q @�� q @( � q @ � q @� � q @ � q@ q@� q@ � q@[� r@ � r@ � r@ r@� r@� r@� r@ r@~ r@�\@� r @�� r @( � r @ � r @� � r @ � r@ r@� r@ � r@[� s@ � s@ � s@ s@� s@ s@� s@ s@~ s@�\@� s @�� s @( � s @ � s @� � s @ � s@ s@� s@ � s@[� t@ � t@ � t@ t@� t@� t@� t@ t@~ t@�\@� t @�� t @( � t @ � t @� � t @ � t@ t@� t@ � t@[� u@�� u@�� u@�� u@@@� u@�u@~ u@~�@� u @�� u @�� u @ � u @� � u @�� u@�� u@@� u@[� v�� v�� v�� v�~ v�s@� v �� v � � v �� v � � v �� v�� v� � v[� w�� w�� w�� w�~ we@� w �� w � � w �� w � � w �� w�� w[� x�� x�� x�� x�~ x@q@� x �� x � � x � x � � x �� x�� x[� y�� y�� y�� y�� y�~ y�p@� y �� y � � y �� y � � y �� y�� y[� z�� z�� z�~ z@v@� z �� z � � z � � z � � z �� z�� z[� {@� � {@�� {@�� {@@@� {@�� {@�~ {@@v@� { @�� { @, � { @5 � { @� � { @�� {@�� {@@� {@[� |@�� |@��|@@@@� |@�|@~ |@�m@� | @�� | @<� | @�� | @� � | @�� |@�|@� |@�� |@[� }@� � }@ � }@ � }@@@� }@ � }@� ~ }@@u@� } @ � } @, � } @�� } @� � } @ � }@ � }@@� }@[� ~@v� ~@w� ~@x� ~@@@� ~@y~@~ ~@@q@� ~ @� ~ @- � ~ @� � ~ @� � ~ @z� ~@� � ~@@� ~@[� @a� @b�@@@@� @c@~ @�x@�  @�  @* �  @< �  @� �  @d� @e� @@� @[�d�l���������������������������������������������������������������� ��� ��� ��� ��~ �@q@� � � � � � � �� � � � � �� ��� �[� ��� ��� ��� ��~ �@q@� � � � � � � �� � � � � �� ��� �[� �@� � �@� ��@@@@� �@� �@~ �@�s@� � @ � � @ � � @(� � @� � � @� � �@� � �@@� �@[� ��� ��� ��� ��� �~ �@q@� �  � � � � � �� � � � � �� ��� �[� ��� �� �~ �@q@� �  � � � � � �� � � � � � �� �[� �@�� �@�� �@@� �@��@� �@��@~ �@�x@� � @ � � @� � � @� � � @� � � @�� �@�� �@@� �@[� �� �� �� �~ ��s@� �  � � � � � f� � � � � %� �$� �[� �&� �'� ��� �(~ �h@� � /� � � � � �� � � � � *� �)� �[� � � �'� �c� �(~ �v@� � /� � � � � � � � � � � *� �,� �[� �@�� �@���@@@@� �@�� �@�~ �@`@� � @/� � @� � � @� � � @� � � @�� �@�� �@@� �@[� �-� �.� �/~ �[@� � /� � � � � �� � � � � 1� �0� �[� �2� �3� �4� �5~ �,�@� � g� � � � � � � � � � 7� �6� �[� �8� � � ��� �=~ �<@� � �� � � � � w� � � � � �� �9� �[� �:� �;� �l~ �h@� � �� � � � � g� � � � � n� �m� �[� �@f� �@g� �@h� �@@@� �@i�@~ �@e@� � @�� � @�� � @c� � @� � � @ � �@j�@� �@�� �@[� �@k� �@l� �@m� �@@@� �@n�@~ �@b@� � @�� � @� @� � @� � � @�� �@o�@� �@* � �@[� �@�� �@�� �@�� �@@@� �@��@~ �@e@� � @�� � @� � @� � � @� � � @�� �@��@� �@�� �@[� �@p� �@q��@@@@� �@r�@~ �@>@� � @�� � @� � � @� � @� � � @s� �@t�@� �@u� �@[� �o� �p� �q~ �i@� �  � � � � � � � � � � s� �r� �[� �t� �u� �v� ��~ �a@� � � � � � � � p � � � � � x� �w� �� � �[� �y� �z� �{� �|~ �m@� � � � � � � � u � � � � � ~� �}� �[� �� ��� ��~ �x@� � � � � � � � � � � � � �� ��� �� � �[� �by� �bz��cccc� �d{� �d�� �b7� � b� � b� � b� � � b� � � b|� �b}�c� �d~� �b[� �b� �b���cccc� �d�� �d�� �b�� � b�� � b� � b�� � b� � � b�� �b��c� �d � �b[� �b�� �b � �ccc� �d� � �d��c� �bf� � b� � b]� � bz � � b� � � b�� �b��c� �d � �b[� ��� ��� ��~ �t@� �  � � 0 � � n� � � � � � � ��� ��� �b�� �b���cccc� �d��c� �bu� � b�� � b� � b�� � b� � � b�� �b��c� �d � �b�� �b�� �b�� �d�� �ccc� �d��c� �b�� � b�� � b� � � b� � b� � � b�� �b��c� �d(� �b�� �@�� �@���@@@@� �@��@~ �@�c@� � @� � @� � � @� � � @� � � @�� �@��@� �@�� �@�� �@�� �@�� �@�� �@@@� �@��@~ �@`a@� � @�� � @ � � @� � � @� � � @�� �@�� �@� �@� �@�� ��� ��� ��~ ��c@� � � � � � � �� � � � � �� ��� ��� ��� ��� ��� ��~ �@q@� �  � � � � � � � � � � �� ��� ���d�l���������������������������������������������������������������� ��� ��� ��� ��~ �@p@� �  � � � � � � � � � � �� ��� ��� �b�� �b�� �d�� �ccc� �d�� �d�� �b� � b�� � b0� � b�� � b� � � b�� �b��c� �d�� �b�� ��� ��� �� � ��~ �^@� � � � � � � �� � � � � �� ��� ��� ��� ��� ��� ��� ��~ ���@� � � � � � � � � � � � � �� ��� ��� ��� ��� ��� �s� ��~ �m@� � � � � � � �� � � � � u� ��� ��� �@�� �@���@@@@� �@��@~ �@�c@� � @� � @* � � @a � � @� � � @�� �@�� �@@� �@�� ��� ��� ��~ ��x@� � � � � � � �� � � � � �� ��� ��� ��� ��� ��~ ��x@� � � � � � � � � � � � � �� ��� ��� ��� ��� ��~ ��x@� � � � � � � z� � � � � �� ��� ��� ��� ��� ��~ ��h@� � � � � � � t � � � � � �� ��� ��� �@�� �@���@@@@� �@��@~ �@e@� � @� � @* � � @�� � @� � � @�� �@�� �@@� �@�� ��� ��� ��~ ��m@� � � � � � � z� � � � � �� ��� ��� �@�� �@���@@@@� �@��@~ �@�f@� � @~ � @ɫa� � @s � � @� � � @o� �@��@� �@�� �@�� �@�� �@���@@@@� �@��@~ �@m@� � @[� � @- � � @o� � @� � � @�� �@�� �@@� �@�� ��� ��� ��~ �q@� � "� � � � � *� � � � � �� ��� ��� �@�� �@���@@@@� �@��@~ �@m@� � @� � � @� � � @1 � � @� � � @�� �@�� �@@� �@�� �b�� �b���cccc� �d�� �d�� �bu� � b�� � b]� � bz � � b� � � b�� �b��c� �d�� �b�� �@%� �@&� �@@@� �@" � �@'�@~ �@q@� � @� � @ � � @� � � @� � � @(� �@)�@� �@*� �@�� �@� �@� �@@@� �@$ � �@�@~ �@��@� � @� � @� � � @� � � @� � � @ � �@� �@� �@� � �@�� �@�� �@�� �@@@� �@$ � �@��@~ �@m@� � @� � @ � � @a � � @� � � @� � �@��@� �@�� �@�� �@�� �@�� �@@@� �@ � �@��@~ �@g@� � @� � @�� � @. � � @� � � @o� �@�� �@@� �@�� �@� � �@� � �@@@� �@ � �@� �@~ �@l@� � @� � @�� � @� � � @� � � @� � �@� �@� �@� � �@�� ��� ��� �� � ��� ��~ ��m@� � �� � � � � 9 � � � � � �� ��� ��� ��� ��� �� � ��� ��~ ��a@� � �� � � � � j � � � � � �� ��� ��� ��� ��� �� � ��� ��~ �h@� � � � � � � �� � � � � �� ��� ��� �,� �-� �� � �.� �~ �@p@� � �� � � � � � � � � � 0� �/� ��� ��� �r� �o � ��� ��~ ��j@� � � � � � � � � � � � � � �� ��� ��� ��� ��� ��� ��� ��~ �t�@� � �� � � � � �� � � � � �� ��� ��� ��� ��� ��� �~ ��m@� � � � � � � � � � � � � � �� ��� �� �� ��� �� �~ �h@� � � � � � � u � � � � � � �� ��� �q� �r� ��� �s� �t~ ��h@� � �� � � � � : � � � � � �� ��� ��� ��� ��� ��~ �v@� � � � � � � /� � � � � �� ��� ���d�l���������������������������������������������������������������� ��� ��� ��� ��~ ��x@� � � � � � � � � � � � �� ��� ��� ��� ��� ��~ ��x@� � � � � � � a� � � � � �� ��� ��� ��� ��� ��~ �e@� � � � � � � � � � � � �� ��� �� � ��� ��� ��� ��~ ��r@� � � � � � � �� � � � � �� ��� ��� ��� ��� ��~ ��x@� � � � � � � � � � � � �� ��� ��� ��� ��� ��~ �v@� � � � � � � h� � � � � �� ��� ��� �@�� �@���@@@@� �@�� �@�~ �@`a@� � @�� � @ � � @� � � @� � � @�� �@�� �@@� �@�� �@�� �@���@@@@� �@�� �@�~ �@@v@� � @�� � @, � � @. � � @� � � @�� �@�� �@@� �@�� �@�� �@�� �@�� �@@@� �@�� �@�~ �@�s@� � @�� � @- � � @� � � @� � � @�� �@�� �@@� �@�� �@�� �@���@@@@� �@�� �@g~ �@�x@� � @�� � @, � � @< � � @� � � @�� �@�� �@@� �@�� ��� ��� ��� ��~ ��b@� � �� � � � � �� � � � � �� ��� ��� ��� ��� ��� �~~ ��s@� � �� � � � � �� � � � � �� ��� ��� �@� � �@� ��@@@@� �@� �@~ �@�j@� � @�� � @� � � @p� � @� � � @� � �@� �@� �@� � �@�� ��� ��� ��� ��~ �g@� � �� � � � � 6 � � � � � �� ��� ��� �@0� �@1��@@@@� �@2�@~ �@m@� � @� � @� � � @�� � @� � � @3� �@4� �@@� �@�� �@� �@��@@@@� �@�@~ �@�h@� � @� � @, � � @y � � @� � � @� �@� �@@� �@�� �@9� �@:��@@@@� �@;� �@<~ �@@q@� � @� � @( � � @a � � @� � � @=� �@>� �@@� �@�� ��� ��� ��~ �q@� � � � � � � p� � � � � �� ��� ��� �@� � �@� ��@@@@� �@� �@~ �@q@� � @� � @<� � @h � � @� � � @� � �@� � �@@� �@�� ��� ��� ��� �~ �`f@� � � � � � � �� � � � � �� ��� ��� �@� �@��@@@@� �@ �@~ �@v@� � @� � @- � � @c � � @� � � @ � �@ � �@@� �@�� ��� ��� ��~ �m@� � � � � � � 1 � � � � � �� ��� ��� � � � � � � �l~ �v@� � � � � � � -� � � � �  � � � ��� �� �� �~ �v@� � � � 0 � � = � � � � � � �� ��� �@ � �@ ��@@@@� �@� �@r~ �@@q@� � @ � � @�� � @2� � @� � � @� �@� �@@� �@�� �� �� �� �~ ��h@� �  � � � � � %� � � � � � �� ��� �� �� �� �� ��~ ��s@� �  � � � � � �� � � � � � �� ��� �� �� � � �!� �#~ �@v@� �  � � � � � "� � � � � %� �$� ��� �&� �'� �(� �)~ �e@� � /� � � � � b � � � � �  � �*� ��� �@� �@��@@@@� �@�@~ �@@p@� � @�� � @� � � @� � � @� � � @� �@� �@@� �@�� �@� �@��@@@@� �@�� �@�~ �@`@� � @�� � @( � � @�� � @� � � @�� �@��@� �@ � �@�� �@�� �@���@@@@� �@�� �@�~ �@x@� � @� � @ � � @ � � @� � � @�� �@�� �@@� �@��dl���������������������������������������������������������������� �1� �2� �3� �4� �e~ ��s@� � &� � � � � e� � � � � 6� �5� ��� �7� �8� �9� �:~ �`@� � �� � � � � p � � � � � <� �;� �� � ��� �=� �>� �?~ �q@� � [� � � � � �� � � � � a� �@� ��� �@5� �@6��@@@@� �@7�@~ �@�k@� � @� � @� � � @� � � @� � � @� � �@8�@� �@� � �@�� �b� �c� �d� �e~ �7@� � � � � � �  � � � � � �� �f� ��� �@�� �@���@@@@� �@��@~ �@�f@� � @'� � @* � � @�� � @� � � @� �@� �@@� �@�� �@� �@��@@@@� �@�@~ �@q@� � @1� � @� � � @�� � @� � � @ � �@� �@� �@� �@�� ��� �l� �m� �n~ �6@� � 1� � � � � 1� � � � � p� �o� ��� �@6� �@7��@@@@� �@�@~ �@x@� � @z� � @� � � @x � � @� � � @� �@� �@� �@� �@�� ��� ��� ��~ ��a@� � �� � � � � w � � � � � �� ��� ��� �@ � �@!��@@@@� �@"� �@9~ �@h@� � @l � � @ � � @h � � @� � � @o� �@#�@� �@$� �@�� �@ � �@,��@@@@� �@-�@~ �@�a@� � @d � � @<� � @7� � @� � � @.� �@/� �@@� �@�� �@�� �@���@@@@� �@��@~ �@m@� � @^� � @* � @� � @� � � @� � �@�� �@@� �@�� ��� ��� ��� ��~ �e@� � � � � � � � � � � � � � �� ��� ��� �@�� �@���@@@@� �@��@~ �@m@� � @� � � @� @� � @� � � @�� �@�� �@@� �@�� �b�� �b���cccc� �d��c� �b�� � b� � b� � � b!� � b� � � b�� �b��c� �d � �b�� �b�� �b���cccc� �d�� �d�� �b$� � b� � b0� � b�� � b� � � b�� �b��c� �d�� �b�� �b�� �b�� �d�� �ccc� �d��c� �b]� � b� � b� � � b� � b� � � b�� �b�� �d� � �d� � �b�� �b�� �b�� �d�� �cc� �do � �d��c� �b7� � b� � b� � � bd� � b� � � b�� �b��c� �d�� �b�� �b�� �b���cccc� �d��c� �b�� � b�� � bh� � bp� � b� � � b�� �b��c� �d�� �b�� �b�� �b���cccc� �d�� �dg� �b�� � b�� � b� � � bh � � b� � � b�� �b��c� �d�� �b�� �b�� �b,� �ccc� �d�� �d�� �d�� �bu� � b� � b]� � b�� � b� � � b�� �b��c� �d� � �b�� �b�� �b,��cccc� �d�� �d�� �b� � b1� � b� � � bd� � b� � � b�� �b��c� �d� � �b�� �b�� �b,��cccc� �d��c� �b�� � b� � � b� � � b[ � � b� � � b�� �b��c� �d� � �b�� �b�� �b�� �d�� �ccc� �d��c� �b�� � b� � b0� � b�� � b� � � b�� �b��c� �d�� �b�� �b�� �br��cccc� �d�� �d�� �b7� � b�� � b� � � b� � � b� � � b�� �b��c� �d�� �b�� �b�� �b�� �ccc� �d� � �d��c� �b]� � b� � b� � bc � � b� � � b�� �b��c� �d�� �b�� �b�� �b���cccc� �d�� �d�� �b/� � b�� � b� � � b�� � b� � � b�� �b��c� �d�� �b�� �b�� �b� � �ccc� �d� � �d�� �d� �b� � b � � bv� � b�� � b� � � b�� �b��c� �d� � �b�� �b�� �b���cccc� �d�� �d�� �bf� � b�� � b� � b� � � b� � � b�� �b�c� �d� � �b�� ��� ��� ��~ �n�@� � � � � � � � � � � � � �� ��� ��� ��� ��� �~ �m@� � � � � � � � � � � � � � �� ��� ���dl�������������������������������     � �� �� �� �~ `�@�   �  0 �  ��  � �  �� �� � � �� �� �� �� �~ @v@�   �  0 �  / �  � �  �� �� �� b� b�cccc� d� d� b�  b �  b0�  b�  b� �  b� bc� d�� b�� b� b� d � ccc� d c� b�  b��  b]�  bt�  b� �  b � b c� d � b� @ � @!� @n� @@� @" � @"@~ @l@�  @��  @i�  @� �  @� �  @� � @#@� @$� @�� @o� @p� @@@� @" � @q@~ @�s@�  @�  @, �  @b�  @� �  @r� @s� @@� @�� @� � @� � @@@� @" � @�@~ @�s@�  @ �  @ �  @��  @� �  @� � @� � @@� @�� @�� @�� @@@� @" � @�@~ @g@�  @/�  @- �  @$�  @� �  @�� @�@� @ � @�� �� �� � � �~ �x@�  ��  � �  8�  � �  %� �� �� ~� � �� � � �~ �s@�  �  � �  ��  � �  �� �� �� �� �� � � �� �~ �r@�  � �  � �  ��  � �  �� �� �� �� �� � � �� �~ g@�  � �  � �  = �  � �  �� �� �� �� �� �� � � �~ �t@�   �  � �  ��  � �  �� �� � � �� )� *� � �  � ,~ f�@�   �  � �  g �  � �  .� -� �� d� e� � � �~ @q@�   �  � �  f�  � �  h� g� �� i� j� � � k~ �m@�   �  � �  y�  � �  m� l� �� m� n� � � o� p~ j@�  � �  � �  � �  � �  r� q� �� �� �� o � �~ �e@�  y �  � �  v �  � �  �� �� �� �� �� �� o � �� �~ \�@�  ��  � �  4�  � �  �� �� �� @� a� o � b� �~  `@�  ��  0 �  c�  � �  e� d� �� z� [� �� \~ �m@�  �  � �  �  � �  ^� ]� �� @m � @n � @@� @o @� @p @~ @�x@�  @�  @* �  @��  @� �  @q � @r � @@� @�� �� �� �� �~ �b@�  �  � �  ��  � �  �� �� �� @?� @@�@@@@� @a@~ @�@@�  @�  @( �  @j�  @� �  @o� @b� @@� @�� �� �� �� �~ m@�  �  � �  ��  � �  �� �� �� �� �� �~ @u@�  �  � �  ��  � �  �� �� �� �� �� �~ j@�  �  � �  ��  � �  �� �� �� �� �� �� ~ `@�  �  � �  6 �  � �  �� �� �� @r� @s�@@@@� @t@~ @�g@�  @�  @>�  @� �  @� �  @u� @v� @� @� @�� �� k� �� �~ �]@�  �  � �  � �  � �  �� �� �� �� �� �~ ]@�  �  � �  z�  � �  �� �� �� �� �� �� �~ �g@�  y �  � �  ��  � �  �� �� ��d~l������������������������������� !"#$%&'()* ,-./0123456789:;<=>?� @{ � @�� @| � @@@� @� @~ @@@�  @y �  @ �  @y �  @� �  @� @}  @� @~ � @�� !�� !�� !�� !�~ !@q@� ! y � ! � � ! j � ! � � ! �� !�� !� � !�� "�� "�� "�� "�~ "4@� " y � " � � " 5� " � � " �� "�� "�� #@� � #@� � #@� � #@@@� #@� � #@m~ #@�s@� # @�� # @ � # @� # @� � # @� � #@� � #@@� #@�� $@u� $@v�$@@@@� $@w$@~ $@@@� $ @�� $ @( � $ @a� $ @� � $ @x� $@y� $@@� $@�� %@u � %@v � %@w � %@@@� %@x %@~ %@m@� % @�� % @, � % @� % @� � % @y � %@z � %@@� %@�� &@� � &@� �&@@@@� &@� &@~ &@t�@� & @�� & @<� & @� � & @� � & @� � &@q� &@@� &@�� '@q� '@r�'@@@@� '@� � '@�~ '@�s@� ' @�� ' @ � ' @m� ' @� � ' @s� '@t� '@@� '@�� (@z� (@{�(@@@@� (@|(@~ (@t�@� ( @�� ( @, � ( @� ( @� � ( @}� (@~(@� (@�� (@�� )@�� )@��)@@@@� )@�)@~ )@@[@� ) @�� ) @- � ) @v � ) @� � ) @� � )@� � )@@� )@�� *@� � *@� �*@@@@� *@� � *@� ~ *@�x@� * @�� * @� * @�� * @� � * @� � *@� � *@@� *@�� @� � @� � @@@@� @�  @~ @@q@�  @��  @��  @p �  @� �  @� � @� � @�  @� @�� ,@� ,@��,@@@@� ,@�� ,@�~ ,@�s@� , @�� , @- � , @6 � , @� � , @�� ,@�� ,@@� ,@�� -�� -�� -�� -g~ -\�@� - �� - � � - i � - � � - �� -�� -�� .�� .�� .�� .h~ .�f@� . �� . � � . � � . � � . �� .�� .�� /�� /�� /�� /�� /�~ /�]@� / �� / � � / �� / � � / �� /�� /�� 0�� 0�� 0�� 0�~ 0�h@� 0 �� 0 � � 0 �� 0 � � 0 �� 0�� 0�� 1�� 1�� 1�� 1�~ 1�s@� 1 �� 1 � � 1 �� 1 � � 1 �� 1�� 1�� 2�� 2�� 2�� 2�~ 2n�@� 2 �� 2 � � 2 �� 2 � � 2 �� 2�� 2�� 3�� 3�� 3�� 3�� 3i~ 3@v@� 3 �� 3 � � 3 � 3 � � 3 �� 3�� 3�� 4�� 4�� 4�~ 4�]@� 4 �� 4 � � 4 �� 4 � � 4 �� 4�� 4�� 5�� 5�� 5�� 5�� 5v~ 5@v@� 5 �� 5 � � 5 �� 5 � � 5 �� 5�� 5�� 6�� 6�� 6�� 6�~ 6�]@� 6 �� 6 � � 6 � 6 � � 6 � 6� 6�� 7� 7� 7� 7~ 7t�@� 7 �� 7 � � 7 � � 7 � � 7 � 7� 7�� 8@l� 8@m�8@@@@� 8@n� 8@�~ 8@ `@� 8 @�� 8 @� � 8 @0� 8 @� � 8 @o� 8@p8@� 8@ � 8@�� 9 � 9 � 9 ~ 9e@� 9 �� 9 � � 9  � 9 � � 9 � 9 � 9�� :� :� :� :�� :� :~ :`a@� : �� : � � : � : � � : � :� :�� ;� ;� ;� ;� ;� ;~ ;�s@� ; �� ; � � ; � � ; � � ; � ;� ;�� <� <� <� <i~ <�]@� < �� < � � < %� < � � < � <� <�� =� =� = � =�~ =�k@� = �� = � � = � � = � � = "� =!� =�� >#� >$� >%� >�~ >@v@� > �� > � � > &� > � � >  � >� >�� ?@j� ?@k� ?@l� ?@@@� ?@m?@~ ?@�x@� ? @�� ? @�� ? @� � ? @� � ? @n� ?@o� ?@@� ?@��d�l�������������������������������@abcdefghijklmnopqrstuvwxyz[\]^_� @!� @"� @#� @$� @�~ @@v@� @ �� @ 0 � @ �� @ � � @ � @� @�� a� a� a� a~ a�x@� a �� a � � a k� a � � a r� a� a�� bs� bt� bu� bv� b>~ b�x@� b �� b � � b 2� b � � b x� bw� b�� cy� cz� c{� c|~ c�x@� c �� c � � c }� c � � c � c~� c� � c�� d�� d�� d�� d�� dg~ d`a@� d �� d � � d �� d � � d �� d�� d�� e�� e�� e�� e�� e�~ e@v@� e �� e � � e �� e � � e �� e�� e�� f�� f�� f�~ f,�@� f �� f � � f s� f � � f �� f�� f�� g�� g�� g�~ g�x@� g �� g � � g �� g � � g �� g�� g�� h@� � h@� � h@� � h@@@� h@� � h@�~ h@�m@� h @�� h @ � h @w� h @� � h @ � h@� � h@@� h@�� i@�� i@��i@@@@� i@5i@~ i@@q@� i @�� i @� � i @t � i @� � i @6� i@7� i@@� i@�� j�� j�� js� j�� j�~ j\�@� j �� j � � j � � j � � j �� j�� j�� k�� k�� k�~ k�@� k �� k � � k � k � � k �� k�� k�� l@� � l@� � l@� l@@@� l@� � l@�~ l@t�@� l @�� l @ � l @� � l @� � l @� � l@� � l@@� l@�� m@� � m@� �m@@@@� m@� m@~ m@�s@� m @�� m @* � m @i � m @� � m @� � m@� � m@@� m@�� n�� n�� n�� n�~ n�@� n �� n � � n j� n � � n �� n�� n�� o@� � o@� �o@@@@� o@� o@~ o@j@� o @�� o @ � o @c� o @� � o @� � o@� o@� o@�� o@�� p@m� p@n� p@s� p@@@� p@op@~ p@\�@� p @�� p @ � p @7� p @� � p @p� p@e � p@@� p@�� q�� q�� q�� q�~ qt�@� q �� q � � q �� q � � q �� q�� q�� r�� r�� r�� r�� r�~ rd�@� r �� r � � r 1 � r � � r �� r�� r�� s@� s@�s@@@@� s@ � s@�~ s@@q@� s @�� s @, � s @ � s @� � s @ � s@ � s@@� s@�� t�� t�� t�� t�~ te@� t �� t � � t �� t � � t �� t�� t�� u�� u�� us� u�� u�~ ut�@� u �� u 0 � u � � u � � u �� u�� u�� v@=� v@>�v@@@@� v@?v@~ v@t�@� v @�� v @� � v @6 � v @� � v @@� v@av@� v@i � v@�� w�� w�� w�~ w`@� w �� w � � w �� w � � w �� w�� w�� x�� x�� x�~ x@[@� x �� x � � x h� x � � x �� x�� x�� y�� y�� y�� y�~ y�x@� y �� y � � y / � y � � y �� y�� y�� z�� z� z�� z�� z�~ z\�@� z �� z � � z � � z � � z �� z�� z�� [@�� [@�� [@n� [@@@� [@�[@~ [@g@� [ @�� [ @�� [ @< � [ @� � [ @s � [@t [@� [@�� [@�� \�� \�� \�� \�~ \`a@� \ �� \ � � \ b � \ � � \ �� \�� \�� ]@0� ]@1�]@@@@� ]@2]@~ ]@@q@� ] @�� ] @� � ] @^ � ] @� � ] @3� ]@4� ]@@� ]@�� ^�� ^�� ^�� ^�~ ^t�@� ^ �� ^ � � ^ � � ^ � � ^ �� ^�� ^�� _�� _�� _�� _�~ _d�@� _ �� _ � � _ � � _ � � _ �� _�� _��d*l�������������������������������`abcdefghijklmnopqrstuvwxyz{|}~� `@�� `@�� `@n� `@@@� `@�`@~ `@m@� ` @�� ` @i� ` @[ � ` @� � ` @b� `@c`@� `@�� `@�� a�� a�� a�� a�� a�~ a�s@� a �� a � � a �� a � � a �� a�� a�� b&� b'� b(� b)~ bt�@� b �� b � � b � � b � � b  � b*� b�� c � c,� c-� c�~ c@[@� c �� c � � c .� c � � c 0� c/� c�� d1� d2� d3� di~ d�c@� d �� d � � d p � d � � d 5� d4� d�� e6� e7� ey� e8~ eq@� e �� e � � e m� e � � e :� e9� e�� f;� f�� f<� f=� fj~ f@v@� f �� f � � f m � f � � f ?� f>� f�� gf� gg� gh� gi� g�~ g�x@� g �� g � � g � � g � � g k� gj� g�� hl� hm� hn� ho� h�~ h�x@� h �� h � � h p� h � � h r� hq� h�� i@^� i@%�i@@@@� i@_i@~ i@v@� i @ � i @� � i @� � i @� � i @`� i@a� i@� i@� i@�� js� jt� j/� ju~ j�b@� j  � j � � j v� j � � j x� jw� j� � j�� ky� kz� k[� k\� k]~ k�m@� k � k � � k � k � � k _� k^� k�� l`� la� lb~ l@v@� l � l � � l �� l � � l d� lc� l�� m@� � m@� �m@@@@� m@� m@~ m@e@� m @� m @* � m @�� m @� � m @� � m@� � m@@� m@�� ne� n�� nf� n� � n � n � � n �� n � � n h� ng� n�� n�� o@t� o@u�o@@@@� o@vo@~ o@@q@� o @� o @- � o @� � o @� � o @w� o@x� o@@� o@�� p@i� p@j� p@k� p@@@� p@lp@~ p@�f@� p @� p @* � p @�� p @� � p @@� p@mp@� p@n� p@�� qi� qj� qk� ql~ q�f@� q � q � � q k� q � � q n� qm� q�� ro� rp� rq� rr~ r[@� r � r � � r r� r � � r t� rs� r�� su� sv� sw~ s�k@� s � s � � s �� s � � s � � sx� s�� ty� tz� t{~ t�z@� t � t � � t {� t � � t }� t|� t�� u@� � u@� �u@@@@� u@� � u@-~ u@q@� u @� u @i� u @� u @� � u @� � u@� � u@@� u@�� v�� v�� v�� v�~ v�s@� v � v � � v � � v � � v �� v�� v�� w�� w�� w�~ w�s@� w � w � � w �� w � � w �� w�� w�� x@�� x@�� x@@� x@@x@� x@�� x@�~ x@�m@� x @� x @� � x @� � x @� � x @!� x@�x@� x@�� x@�� y@�� y@��y@@@@� y@�y@~ y@e@� y @� y @� � y @'� y @� � y @�� y@�y@� y@�� y@�� z�� z�� z�~ z@a@� z � z � � z �� z � � z �� z�� z�� {@z� {@ �{@@@@� {@[{@~ {@�x@� { @� { @� � { @� � { @� � { @\� {@]� {@� {@� {@�� |�� |�� |�~ |�m@� | � | � � | �� | � � | �� |�� |� � |�� }@~� }@�}@@@@� }@�}@~ }@@v@� } @� } @�� } @� � } @� � } @�� }@�� }@@� }@�� ~�� ~�� ~�� ~~ ~l@� ~ � ~ � � ~ � � ~ � � ~ �� ~�� ~�� @�� @��@@@@� @�@~ @�x@�  @�  @��  @��  @� �  @�� @�@� @ � @��d<l���������������������������������������������������������������� �@ � �@� � �@�� �@@@� �@� �@~ �@@[@� � @� � @�� � @�� � @� � � @y� �@� � �@@� �@�� �@� � �@� � �@� � �@@@� �@� � �@�~ �@`@� � @� � @�� � @q� � @� � � @�� �@� � �@@� �@�� �@�� �@���@@@@� �@��@~ �@e@� � @� � @�� � @y� � @� � � @e� �@��@� �@�� �@�� �@�� �@�� �@@� �@a�@� �@�� �@�~ �@d�@� � @� � @�� � @�� � @� � � @o� �@��@� �@�� �@�� ��� ��� ��� ��� ��� �j~ ��x@� � � � � � � � � � � � � �� ��� ��� ��� ��� ��� ��~ �m@� � � � � � � � � � � � �� ��� ��� ��� ��� ��~ �h@� � � � � � � � � � � � � � �� ��� ��� ��� ��� ��� ��~ ��]@� � � � � � � � �� � � � � � ��� �� � ��� ��� ��� ��� �~ ��h@� � � � � � � � . � � � � � h� ��� ��� �@]� �@^��@@@@� �@_� �@~ �@g@� � @� � � @>� � @e � � @� � � @`� �@a� �@@� �@�� �@c� �@d� �@e� �@@@� �@f�@~ �@�h@� � @� � � @- � � @*� � @� � � @g� �@h� �@@� �@�� ��� ��� ��~ �`@� � � � � � � � �� � � � � �� ��� ��� ��� ��� ��� ��~ ��c@� � � � � � � � x � � � � � �� ��� ��� ��� ��� ��� ��~ �@q@� � � � � � � � �� � � � � �� ��� ��� ��� ��� ��~ ��x@� � � � � � � � h� � � � � �� ��� ��� ��� ��� ��� ��� ��~ ��x@� �  � � � � � �� � � � � �� ��� ��� ��� ��� ��� ��� ��~ �t�@� �  � � � � � o� � � � � �� ��� ��� ��� ��� ��� ��� ��~ ��x@� �  � � � � � �� � � � � �� ��� ��� �@� � �@� ��@@@@� �@� � �@� ~ �@�m@� � @ � � @ � � @� � � @� � � @� � �@� � �@@� �@�� �@� �@��@@@@� �@�@~ �@�m@� � @ � � @�� � @1� � @� � � @� � �@�@� �@� � �@�� ��� ��� ��� �'~ ��@� �  � � � � � �� � � � � �� ��� ��� ��� ��� ��� �� ��~ �t�@� �  � � � � � [ � � � � � � �� ��� �� �� �~ ��h@� �  � � � � � 1� � � � � � �� ��� �@� � �@� ��@@@@� �@�� �@� ~ �@t�@� � @ � � @* � � @� � � @� � � @� � �@� � �@@� �@�� �@� � �@� ��@@@@� �@�� �@� ~ �@�c@� � @ � � @* � � @x � � @� � � @� � �@� � �@@� �@�� �� � � � � � ~ �`@� �  � � � � � �� � � � �  � � � ��� �� �� �� �� �~ ��c@� �  � � � � � � � � � � � �� ��� �� �� �n� �� �'~ ��m@� �  � � � � � � � � � � � �� ��� �� �� �~ ��h@� �  � � � � � 6 � � � � � � �� ��� �� � � �!~ �n�@� �  � � � � � :� � � � � #� �"� ��� �$� �%� ��� �&� �(~ �@v@� �  � � � � � '� � � � � *� �)� ��� � � �� �,� �m~ ��m@� �  � � � � � -� � � � � /� �.� ���d>l���������������������������������������������������������������� �0� �1� �2� ��~ �t�@� �  � � � � � 8 � � � � � (� �'� ��� �/� �0� �1� �2~ �m@� �  � � � � � �� � � � � 4� �3� ��� �5� �6� ��� �7� ��~ ��m@� �  � � � � � � � � � � � 9� �8� ��� �:� �;� �<� �m~ ��m@� �  � � � � � c � � � � � >� �=� ��� �?� �@� �a~ ��m@� �  � � � � � c � � � � � c� �b� ��� �@%� �@&��@@@@� �@'�@~ �@`@� � @ � � @i� � @|� � @� � � @(� �@)� �@@� �@�� �@d� �@e��@@@@� �@f� �@ ~ �@d�@� � @ � � @� � � @5� � @� � � @g� �@h� �@@� �@�� �n� �o� �p� �(~ �g@� �  � � � � � � � � � � � r� �q� ��� �@*� �@{� �@ � �@@@� �@,�@~ �@�f@� � @ � � @� � � @� � � @� � � @-� �@.�@� �@/� �@�� �s� �t� �u� ��~ �f�@� �  � � � � � 9 � � � � � w� �v� ��� �x� �%� �y� �(~ �@q@� �  � � � � � q� � � � � [� �z� ��� �@8� �@9� �@:� �@@@� �@;�@~ �@d�@� � @ � � @� � � @5� � @� � � @� � �@<�@� �@�� �@�� �\� �]� �^� �_~ ��x@� �  � � � � � 3 � � � � � a� �`� ��� �b� �c� ��� �d� ��~ �d�@� �  � � � � � t� � � � � f� �e� ��� �@w� �@x� �@y� �@@@� �@z�@~ �@@v@� � @ � � @� � � @� � � @� � � @[� �@\� �@@� �@�� �g� ��� ��~ ��m@� �  � � h� � � � � � � � j� �i� ��� �k� �l� �m~ ��x@� �  � � � � � � � � � � k� �n� ��� �o� �p� �q� �i~ ��s@� �  � � � � � r� � � � � t� �s� ��� �u� �k� �v� �w� �q~ ��s@� �  � � � � � �� � � � � y� �x� ��� �z� �{� �|� �'~ �@q@� �  � � � � � }� � � � � � �~� ��� �� �� � � � ~ ��h@� �  � � � � �  � � � � �  � � � ��� �� ��� �� �~ ��k@� �  � � � � � s� � � � � � �� ��� �@�� �@���@@@@� �@b� �@�~ �@f�@� � @ � � @>� � @m� � @� � � @c� �@d� �@@� �@�� �@p� �@q��@@@@� �@r� �@(~ �@m@� � @ � � @�� � @[ � � @� � � @y� �@s� �@@� �@�� �� �� �� �~ �t�@� � � � � � � � ` � � � � � � �� ��� �� ��� �� �� �~ �c@� � � � � � � � � � � � � � =� �<� ��� �>� �?� �@~ �i@� � � � � � � � 8 � � � � � b� �a� ��� �@� �@��@@@@� �@�@~ �@�m@� � @/� � @- � � @� � � @� � � @� �@� �@@� �@�� �@�� �@���@@@@� �@f �@~ �@�h@� � @/� � @� � � @� � � @� � � @� � �@g �@� �@ � �@�� �c� �d� �e~ �q@� � a� � � � � r � � � � � g� �f� ��� �@ � �@k��@@@@� �@�@~ �@�h@� � @� � @, � � @� � � @� � � @� �@�@� �@� �@�� �@� �@��@@@@� �@� �@7~ �@�n@� � @� � @� � @� � � @� � � @� �@� �@@� �@��dl���������������������������������������������������������������� �h� �i� �j� �_~ �q@� � &� � � � � � � � � � � l� �k� ��� �m� �n� �o� ��~ �l@� � &� � � � � �� � � � � h� �p� ��� �q� ��� �3� ��~ �9@� � �� � 0 � � �� � � � � �� �r� ��� �@t� �@u��@@@@� �@v� �@ ~ �@h@� � @�~ � @ɫa� � @� � � @� � � @ � �@w� �@@� �@�� �s� ��� ��� ��~ ��c@� � 7 � � � � � � � � � � � � � �t� ��� �u� �v� �w~ �@[@� � � � � � � p� � � � � y� �x� ��� �_� �`� �a~ �l@� � � � � � � 0� � � � � c� �b� ��� �d� �e� �f� �g~ ��c@� � � � � � � � � � � � � i� �h� ��� �j� �k� �l~ �k@� � � � � � � � �� � � � � n� �m� ��� �o� �p� �q~ ��s@� � �� � � � � � � � � � s� �r� ��� �t� �u� �v~ ��s@� � �� � � � � j� � � � � x� �w� ��� �y� �z� �{� �|~ ��f@� � �� � � � � � � � u� � ~� �}� ��� �� ��� ��� ��� �~ ��h@� � � � � � � 5� � � � � r� ��� ��� �@i� �@j��@@@@� �@k�@~ �@q@� � @[� � @� � � @� � � @� � � @� � �@l� �@@� �@�� ��� ��� ��� ��~ ��m@� � �� � � � � �� � � � � �� ��� ��� �@� � �@� ��@@@@� �@� �@~ �@v@� � @8� � @ � � @� � � @� � � @� � �@� � �@@� �@�� �@� � �@� ��@@@@� �@� �@~ �@�x@� � @8� � @ � � @u� � @� � � @� � �@� � �@@� �@�� ��� ��� ��~ �m@� � 8� � � � � �� � � � � �� ��� ��� ��� ��� ��~ �q@� � 8� � � � � �� � � � � �� ��� ��� �@e� �@f��@@@@� �@g�@~ �@`@� � @8� � @>� � @h� � @� � � @� � �@i� �@@� �@�� ��� ��� ��� ��~ �@q@� � ; � � 0 � � 9 � � � � � �� ��� ��� �@g� �@h��@@@@� �@i�@~ �@�q@� � @�� � @* � � @� � � @� � � @j� �@k� �@@� �@�� ��� ��� ��~ �o@� � �� � � � � x� � � � � h� ��� ��� ��� �;� ��� �j~ �l@� � �� � � � � �� � �� � �� ��� ��� ��� ��� ��� ��� ��~ ��c@� � �� � � � � � � � � � � �� ��� ��� ��� ��� ��~ �m@� � )� � � � � �� � � � � �� ��� ��� ��� ��� ��~ ��a@� � "� � � � � � � � � � � � ��� ��� �@� � �@� ��@@@@� �@� � �@ ~ �@v@� � @�� � @ � � @a � � @� � � @� � �@� � �@@� �@�� ��� ��� ��� ��~ ��k@� � �� � � � � � � � � � � �� ��� ��� �@� � �@��@@@@� �@� � �@� ~ �@�s@� � @� � @* � � @�� � @� � � @� � �@� �@@� �@�� �@� � �@� ��@@@@� �@� �@~ �@�h@� � @� � @ � � @= � � @� � � @� � �@� � �@@� �@�� �@� � �@� ��@@@@� �@� �@~ �@o@� � @� � @* � � @�� � @� � � @� � �@� � �@@� �@��d4l���������������������������������������������������������������� ��� ��� ��� �"~ �=@� � � � � � � � � � � � � � �� ��� �� � � �!� �"~ ��h@� � � � � � � w � � � � � #� �"� ��� �@h � �@i ��@@@@� �@j �@~ �@h@� � @? � � @� � � @l� � @� � � @k � �@l � �@@� �@�� �$� �%� �&~ �?@� � c� � � � � � � � � � � (� �'� ��� �)� �*� � � �k~ ��a@� � �� � � � � w� � � � � -� �,� ��� �.� �/� �0� �?~ �@@� � �� � � � � :� � � � � 2� �1� ��� �3� �4� �5~ �d@� � � � � � � � �� � � � � 7� �6� ��� �8� �9� ��� �:� �;~ ��@@� � �� � � � � �� � � � � =� �<� ��� �>� �?� �@~ ��h@� �  � � � � � � � � � � � b� �a� ��� �c� �d� �e~ �t�@� � �� � � � � � � � � � � g� �f� ��� �h� �� ��� �i� �j~ ��h@� � n� � � � � m� � � � � l� �k� ��� �m� �� ��~ ��f@� � � � � � � � � � � � � � o� �n� ��� �@� � �@� ��@@@@� �@� �@~ �@�@� � @� � � @� � � @m� � @� � � @� � �@� �@� �@� � �@�� �@�� �@���@@@@� �@��@~ �@g@� � @# � � @�� � @� � � @� � � @�� �@��@� �@� �@�� �@b� �@c��@@@@� �@d�@~ �@�r@� � @# � � @� � � @� � � @� � � @e� �@f� �@@� �@�� �p� �q� �r~ �l@� � � � � � � � �� � � � � t� �s� ��� �u� ��� �v� ��� �~ �g@� � n � � � � � �� � � � � x� �w� ��� �y� �z� �[~ ��a@� � � � � � � � �� � � � � ]� �\� ��� �^� �_� �`~ ��s@� � � � � � � � ^� � � � � b� �a� ��� �@x� �@y� �@z� �@@@� �@{�@~ �@\�@� � @o� � @ � � @k� � @� � � @|� �@}� �@@� �@�� �@� � �@� ��@@@@� �@� �@~ �@l@� � @� � � @�� � @� � � @� � � @y� �@� � �@@� �@�� �c� �d� �e~ �@@� � � � � � � � �� � � � � g� �f� ��� �h� �i� �j� ��~ �@q@� � � � � � � � f� � � � � l� �k� ��� �b� �b� �df� �ccc� �d� �d'� �b� � b � � b0� � b� � b� � � b� �b�c� �d� �b�� �b� �b��cccc� �d� �d� �b/� � b � � b� � b� � b� � � b� �b�c� �d� �b�� �b� �b� �d� �ccc� �d � �d� �b�� � b�� � b� � b!� � b� � � b"� �b#�c� �d� �b�� �b$� �b%��cccc� �d&� �d� �bb� � b � � b0� � b� � b� � � b'� �b(�c� �d� �b�� �b)� �b*��cccc� �d �c� �b� � b�� � b]� � b,� � b� � � b-� �b.�c� �d� �b�� �b/� �b0��cccc� �d1� �d� �bb� � b� � b� � � b� � � b� � � b2� �b3�c� �d� �b�� �b4� �b5��cccc� �d6�c� �bu� � b� � � b� � b� � � b� � � b7� �b8�c� �d� �b�� �b9� �b:��cccc� �d;� �d� �bu� � b � � b� � bs� � b� � � b<� �b=�c� �d� �b�� �b>� �b?��cccc� �d�� �d� � �b$� � b � � b]� � bz � � b� � � b@� �ba�c� �d� �b��d~l�������������������������������     � bb� bc� ccc� ds� ddc� b!�  b �  bv�  be�  b� �  bf� bgc� dh� b�� bi� bj�cccc� dkc� b�  b��  b� �  b� �  b� �  b-� blc� dh� b�� bm� bn� do� ccc� dpc� b/�  b�  b�  bq�  b� �  br� brc� ds� b�� bt� bu� dv� ccc� dw� dg� bu�  b��  b�  b� �  b� �  bx� byc� ds� b�� bz� b[�cccc� d\� di� b]�  b��  b]�  bc�  b� �  b^� b_c� d`� b�� ba� b�� ccc� d� � db� d�� b �  b��  b]�  bc�  b� �  bd� bec� ds� b�� bf� b�� dk� ccc� dgc� b)�  b �  b�  bh�  b� �  bi� bjc� ds� b�� bk� b%� d�� ccc� dlc� b��  b�  b� �  b@ �  b� �  bm� bnc� ds� b�� bo� bp� dq� ccc� dr� ds� b��  b&�  b� �  bw�  b� �  b � btc� ds� b�� bu� bv� cccc� dw� d�� b�  b��  b�  b��  b� �  bx� by c� ds� b�� bz� b{� d|� ccc� d}� dh � b�  b��  b� �  bm�  b� �  b~� b c� ds� b�� b�� b�� cccc� d� c� b��  b��  b� �  b� �  b� �  bh� b� c� ds� b�� b�� b�� cccc� d�� d�� b��  b&�  b� �  b� �  b� �  b�� b� c� d`� b�� b�� b�� cccc� d�� d�� b��  b&�  b�  b� �  b� �  b�� b� c� dh� b�� b�� b�cccc� d�� d6� b�  b��  b� �  b� �  b� �  b�� b�c� ds� b�� b�� b��cccc� d�� d�� b��  b��  b� �  b� �  b� �  b�� b�c� ds� b�� b�� b��cccc� d�� d~ � b��  by �  b]�  b� �  b� �  b�� b�c� ds� b�� b�� b�� d�� ccc� d�c� b/�  b�  b]�  b��  b� �  b�� b�c� ds� b�� b�� b�� d�� ccc� d�� d�� bf�  b��  b�  bm�  b� �  b�� b�c� d� b�� b�� b��cccc� d�c� b�  bn�  b� �  b� �  b� �  b�� b�c� ds� b�� b�� b��cccc� d�� d�� b��  b��  b�  b�  b� �  b�� b�c� d�� b�� b�� b��cccc� d�c� b�  b��  b� �  b�  b� �  b�� b�c� ds� b�� b�� b��cccc� d�� d� � b��  b�  b�  b��  b� �  b�� b�c� ds� b�� b�� b�� d�� ccc� d�� d�� b��  b��  b]�  b�  b� �  b�� b�c� ds� b�� b�� b��cccc� d�c� b��  b�  b0�  bt �  b� �  b�� b�c� ds� b�� b�� b��cccc� d�� d�� b��  b�  b� �  b��  b� �  b�� b�c� d`� b�� b�� b�� d�� ccc� d�� d�� b�  b �  b]�  b��  b� �  b� bc� ds� b�� b� b� d� ccc� dc� b��  b�  b�  b��  b� �  b�� bc� ds� b�� b� b �cccc� d � d � b��  b�  b� �  b@ �  b� �  b � b c� d� b�� b� b�cccc� dc� b��  b �  b� �  b�  b� �  b� bc� d� b�� b� b� ccc� d�� d� d� b�  b�  b�  b�  b� �  b� bc� d� b�� b� b�cccc� dc� b��  b �  b0 �  b!�  b� �  b"� b#c� d� b��d4l������������������������������� !"#$%&'()* ,-./0123456789:;<=>?� b$� b%� ccc� d�� d& c� b7�  b�  b�  bq �  b� �  b'� b( c� d� b�� !b)� !b*�!cccc� !d !c� !b�� ! bl � ! b� � ! b� ! b� � ! b,� !b-!c� !dh� !b�� "b.� "b/�"cccc� "d0"c� "b�� " b� " b]� " bz � " b� � " b1� "b2"c� "d3� "b�� #b4� #b5� #d6� #ccc� #d7� #d=� #b�� # b�� # b]� # b� � # b� � # bh� #b8#c� #ds� #b�� $b9� $b:�$cccc� $d;� $d<� $bu� $ b�� $ b� $ b� $ b� � $ b=� $b>$c� $d?� $b�� %b@� %ba�%cccc� %db� %dc� %b� % b� % b0� % bu � % b� � % bd� %be%c� %ds� %b�� &bf� &bg�&cccc� &dh&c� &b�� & b�� & b� � & bi� & b� � & bj� &bk&c� &ds� &b�� 'bl� 'b{� 'ccc� 'do � 'dm'c� 'b�� ' b� � ' b� � ' b� � ' b� � ' bn� 'bo'c� 'ds� 'b�� (bp� (bq�(cccc� (dr� (ds� (b)� ( b� � ( b� � ( b4� ( b� � ( bt� (bu(c� (d`� (b�� )bv� )bw� )d|� )cc� )d� � )dx)c� )b� ) b� ) b]� ) bj � ) b� � ) by� )bz)c� )ds� )b�� *b[� *b��*cccc� *d\� *d]� *b$� * b�� * b]� * b\ � * b� � * b^� *b_*c� *ds� *b�� b`� ba� db� ccc� dc� d�� b�  b��  b�  bd�  b� �  be� bf c� ds� b�� ,bg� ,bh�,cccc� ,di,c� ,b� , b � , b� , b� , b� � , bj� ,bk,c� ,ds� ,b�� -bl� -bm� -dn� -ccc� -do-c� -b�� - b� - b� - bp� - b� � - b � -bq-c� -ds� -b�� .br� .bs�.cccc� .dt� .du� .b1� . bv� . b0� . b� � . b� � . by� .bw.c� .dx� .b�� /by� /bz�/cccc� /d{� /d|� /b�� / b � / b� � / b}� / b� � / b~� /b/c� /dh� /b�� 0b�� 0b%�0cccc� 0d�0c� 0b�� 0 b� � 0 b� � 0 b�� 0 b� � 0 b-� 0b�0c� 0dh� 0b�� 1b�� 1b�� 1d�� 1ccc� 1d�1c� 1b]� 1 b�� 1 b0� 1 b` � 1 b� � 1 b�� 1b�� 1d� � 1d`� 1b�� 2b�� 2b��2cccc� 2d�2c� 2b� 2 b�� 2 b� � 2 b� � 2 b� � 2 b�� 2b�2c� 2d�� 2b�� 3b�� 3b�� 3d�� 3ccc� 3d�� 3d�� 3b� 3 b�� 3 b� 3 bz � 3 b� � 3 b�� 3b�3c� 3d�� 3b�� 4b�� 4b�� 4d�� 4ccc� 4d�4c� 4b/� 4 b�� 4 b0 � 4 bt� 4 b� � 4 b�� 4b�4c� 4ds� 4b�� 5b�� 5b�� 5d�� 5ccc� 5d�� 5d�� 5b/� 5 b�� 5 b]� 5 bb � 5 b� � 5 b�� 5b�5c� 5ds� 5b�� 6s� 6t� 6u� 6�~ 6g@� 6 � � 6 � � 6 �� 6 � � 6 g� 6v� 6w� 7x� 7y� 7z� 7{~ 7h@� 7 4 � 7 � � 7 ^� 7 � � 7 }� 7|� 7~� 8b�� 8b��8cccccc� 8b�� 8 b� 8 b0 � 8 b�� 8 b� � 8 b�� 8b�� 8d� � 8ds� 8b�� 9� 9�� 9b~ 9d�@� 9 �� 9 � � 9 *� 9 � � 9 �� 9�� 9�� :�� :�� :�� :�~ :@q@� : � : � � : �� : � � : �� :�� :�� ;�� ;�� ;�� ;�~ ;�h@� ; � � ; � � ; �� ; � � ; �� ;�� ;�� <b�� <b�� <dn� <cc� <d�� <d�<c� <b�� < b� � < b� < b�� < b� � < b�� <b�<c� <ds� <b�� =�� =�� =o � =�� =�~ =�k@� = �� = � � = p� = � � = �� =�� =�� >�� >�� >�~ >�s@� >  � > � � > o� > � � > �� >�� >�� ?�� ?�� ?�~ ?�s@� ? � ? � � ? �� ? � � ? �� ?�� ?��d�l�������������������������������@abcdefghijk� @�� @�� @�~ @@v@� @ � @ � � @ m� @ � � @ �� @�� @�� a@�� a@��a@@@@� a@�� a@�~ a@�x@� a @�� a @, � a @= � a @� � a @�� a@�� a@@� a@�� b�� b�� b�� b�� b�~ b@v@� b �� b � � b �� b � � b �� b�� b�� c@�� c@��c@@@@� c@�c@~ c@�m@� c @�� c @, � c @j� c @� � c @�� c@�� c@@� c@�� d�� d�� d�� d�� d�~ d�x@� d �� d � � d #� d � � d �� d�� d�� e�� e�� e�� e�� e�~ e�m@� e �� e � � e �� e � � e �� e�� e�� f�� f�� f�~ f��@� f �� f � � f 9� f � � f �� f�� f�� g�� g�� g�~ g�h@� g � g � � g p � g � � g �� g�� g�� h@�� h@��h@@@@� h@�h@~ h@t�@� h @� � h @* � h @� � h @� � h @�� h@�h@� h@ � h@�� i@�� i@��i@@@@� i@� i@~ i@�h@� i @8� i @* � i @� � i @� � i @�� i@�� i@@� i@�� j@�� j@��j@@@@� j@�j@~ j@n@� j @# � j @� � j @� � j @� � j @�� j@�� j@@� j@�� k�� k�� k�~ kt�@� k � � k � � k f � k � � k �� k�� k��\ ������������>�@� �7gg����d�&�<3��r �������oh�� '��0�@h\l � ��� apache poi�ĵ� apache poi@�i��v�@ �wb������՜.�� ,��d��՜.�� ,����hp x`hp x ��� �ƽ��� �������(s[�icvksoproductbuildver�$6fc707635a104720ae38819b9ff1d72e2052-11.1.0.10495  !"#$%&'()* ,-./0123456789:;<=>?@abcdefghijklmnopqrstuvwxyz[\]^_`abcdefghijklmnopqrstuvwxyz{|}~��������������������������������������������������������������������������������������������������������������������������������      !"#$%&'()* ,-./0123456789:;<=>?@abcdefghijklmnopqrstuvwxyz[\]^_`abcdefghijklmnopqrstuvwxyz{|}~��������������������������������������������������������������������������������������������������������������������������������      !"#$%&'()* ,-./0123456789:;<=>?@abcdefghijklmnopqrstuvwxyz[\]^_`abcdefghijklmnopqrstuvwxyz{|}~��������������������������������������������������������������������������������������������������������������������������������      !"#$%&'()* ,-./0123456789:;<=>?@abcdefghijklmnopqrstuvwxyz[\]^_`abcdefghijklmnopqrstuvwxyz{|}~��������������������������������������������������������������������������������������������������������������������������������      !"#$%&'()* ,-./0123456789:;<=>?@abcdefghijklmnopqrstuvwxyz[\]^_`abcdefghijklmnopqrstuvwxyz{|}~��������������������������������������������������������������������������������������������������������������������������������      !"#$%&'()* ,-./0123456789:;<=>?@abcdefghijklmnopqrstuvwxyz[\]^_`abcdefghijklmnopqrstuvwxyz{|}~��������������������������������������������������������������������������������������������������������������������������������      !"#$%&'()* ,-./0123456789:;<=>?@abcdefghijklmnopqrstuvwxyz[\]^_`abcdefghijklmnopqrstuvwxyz{|}~��������������������������������������������������������������������������������������������������������������������������������      !"#$%&'()* ,-./0123456789:;<=>?@abcdefghijklmnopqrstuvwxyz[\]^_`abcdefghijklmnopqrstuvwxyz{|}~��������������������������������������������������������������������������������������������������������������������������������     �������� !��������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������root entry�������� �fp�j�c������workbook������������z"summaryinformation(����documentsummaryinformation8������������

网站地图