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Deep learning illustrated :a visual,...

Bassens, Aglaé.

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

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
杜威分類號:	006.3/1
書名/作者:	Deep learning illustrated : : a visual, interactive guide to artificial intelligence // Jon Krohn ; with Grant Beyleveld and Aglaé Bassens.
作者:	Krohn, Jon.
其他作者:	Beyleveld, Grant.
出版者:	Boston : : Addison-Wesley,, c2020.
面頁冊數:	xxxviii, 368 p. : : ill. (some col.) ;; 24 cm.
標題:	Machine learning.
標題:	Artificial intelligence.
標題:	Natural language processing (Computer science)
ISBN:	9780135116692 (pbk.) :
書目註:	Includes bibliographical references and index.
內容註:	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 -- Aooendix A: Formal neural network notation -- Appendix B: Backpropagation -- Appendix C: PyTorch.
摘要、提要註:	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.

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

Deep learning illustrated :a visual, interactive guide to artificial intelligence /Jon Krohn ; with Grant Beyleveld and Aglaé Bassens. - Boston :Addison-Wesley,c2020. - xxxviii, 368 p. :ill. (some col.) ;24 cm. - The Pearson Addison-Wesley data & analytics series. - Addison-Wesley data and analytics series..

Includes bibliographical references and index.

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 -- Aooendix A: Formal neural network notation -- Appendix B: Backpropagation -- Appendix C: PyTorch.

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.

ISBN: 9780135116692 (pbk.) :NTD 1,550Subjects--Topical Terms:

202931
Machine learning.

LC Class. No.: Q325.5 / .K76 2020

Dewey Class. No.: 006.3/1

Deep learning illustrated :a visual, interactive guide to artificial intelligence /
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100 1 $a Krohn, Jon. $3 701003
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 xxxviii, 368 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 -- Aooendix 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.
650 0 $a Machine learning. $3 202931
650 0 $a Artificial intelligence. $3 172060
650 0 $a Natural language processing (Computer science) $3 411876
700 1 $a Beyleveld, Grant. $3 701004
700 1 $a Bassens, Aglaé. $3 701005
830 0 $a Addison-Wesley data and analytics series. $3 701006