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Deep learning with Python /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Deep learning with Python // François Chollet.
作者:	Chollet, François.
出版者:	Shelter Island, NY :Manning Publications, : c2018.,
面頁冊數:	xxi, 361 p. :ill. ; : 24 cm.;
標題:	Neural networks (Computer science). -
ISBN:	9781617294433 (pbk.) :

Deep learning with Python /
Chollet, François.

Deep learning with Python /François Chollet. - Shelter Island, NY :Manning Publications,c2018. - xxi, 361 p. :ill. ;24 cm.

Includes bibliographical references and index.

Part 1: Fundamentals of deep learning. What is deep learning? -- Before we begin: the mathematical building blocks of neural networks -- Getting started with neural networks -- Fundamentals of machine learning -- Part 2: Deep learning in practice. Deep learning for computer vision -- Deep learning for text and sequences -- Advanced deep-learning best practices -- Generative deep learning.

Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. Written by Keras creator and Google AI researcher François Chollet, this book builds your understanding through intuitive explanations and practical examples. You'll explore challenging concepts and practice with applications in computer vision, natural-language processing, and generative models. By the time you finish, you'll have the knowledge and hands-on skills to apply deep learning in your own projects. --

ISBN: 9781617294433 (pbk.) :NT1541Subjects--Topical Terms:

687024
Neural networks (Computer science).

LC Class. No.: QA76.73.P98

Dewey Class. No.: 005.133

Deep learning with Python /
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100 1 $a Chollet, François. $3 1150687
245 1 0 $a Deep learning with Python / $c François Chollet.
260 $a Shelter Island, NY : $b Manning Publications, $c c2018.
300 $a xxi, 361 p. : $b ill. ; $c 24 cm.
504 $a Includes bibliographical references and index.
505 0 $a Part 1: Fundamentals of deep learning. What is deep learning? -- Before we begin: the mathematical building blocks of neural networks -- Getting started with neural networks -- Fundamentals of machine learning -- Part 2: Deep learning in practice. Deep learning for computer vision -- Deep learning for text and sequences -- Advanced deep-learning best practices -- Generative deep learning.
520 $a Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. Written by Keras creator and Google AI researcher François Chollet, this book builds your understanding through intuitive explanations and practical examples. You'll explore challenging concepts and practice with applications in computer vision, natural-language processing, and generative models. By the time you finish, you'll have the knowledge and hands-on skills to apply deep learning in your own projects. -- $c Provided by publisher.
650 0 $a Neural networks (Computer science). $3 687024
650 0 $a Machine learning. $3 561253
650 0 $a Python (Computer program language). $3 1127623