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Deep learning illustrated :a visual, interactive guide to artificial intelligence /

紀錄類型:	書目-語言資料,印刷品 : 單行本
正題名/作者:	Deep learning illustrated :/ Jon Krohn, with Grant Beyleveld and Aglaé Bassens.
其他題名:	a visual, interactive guide to artificial intelligence /
作者:	Krohn, Jon.
other author:	Beyleveld, Grant.
Published:	Boston :Addison-Wesley,c2020.
Description:	xli, 368,[1] p. :ill. (some col.) ;24 cm.
Subject:	Machine learning. -
ISBN:	9780135116692 (pbk.) :
ISBN:	0135116694 (pbk.)

Deep learning illustrated :a visual, interactive guide to artificial intelligence /
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010 $a 2019938790
020 $a 9780135116692 (pbk.) : $c NT1200
020 $a 0135116694 (pbk.)
035 $a (OCoLC)1036253252
035 $a 11082864
040 $a YDX $b eng $c YDX $d BDX $d OCLCQ $d JRZ $d ABC $d YDXIT $d OCLCF $d CDX
050 # 4 $a Q325.5 $b .K76 2020
082 0 4 $a 006.3/1 $2 23
100 1 $a Krohn, Jon. $3 1000128666
245 1 0 $a Deep learning illustrated : $b a visual, interactive guide to artificial intelligence / $c Jon Krohn, with Grant Beyleveld and Aglaé Bassens.
260 # $a Boston : $b Addison-Wesley, $c c2020.
300 $a xli, 368,[1] p. : $b ill. (some col.) ; $c 24 cm.
490 1 $a The Pearson Addison-Wesley data & analytics series
504 $a Includes bibliographical references and index.
505 0 # $a Introducing deep learning. Biological and machine vision -- Human and machine language -- Machine art -- Game-playing machines -- Essential theory illustrated. The (Code) cart ahead of the (theory) horse -- Artificial neurons detecting hot dogs -- Artificial neural networks -- Training deep networks -- Improving deep networks -- Interactive applications of deep learning. Machine vision -- Natural language processing -- Generative adversarial networks -- Deep reinforcement learning -- You and AI. Moving forward with your own deep learning projects -- Appendix A: Formal neural network notation -- Appendix B: Backpropagation -- Appendix C: PyTorch.
520 # $a "Deep learning is transforming software, facilitating powerful new artificial intelligence capabilities, and driving unprecedented algorithm performance. "Deep learning illustrated" is uniquely intuitive and offers a complete introduction to the discipline's techniques. Packed with full-color figures and easy-to-follow code, it sweeps away the complexity of building deep learning models, making the subject approachable and fun to learn"-- $c Publisher's description.
650 # 0 $a Machine learning. $3 147118
650 # 0 $a Artificial intelligence. $3 148186
650 # 0 $a Natural language processing (Computer science) $3 163724
700 1 # $a Beyleveld, Grant. $3 1000128667
700 1 # $a Bassens, Aglaé. $3 1000128668
830 0 $a Addison-Wesley data and analytics series. $3 1000128669