Deep Learning Book

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Statements (43)
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gptkbp:instance_of gptkb:book
gptkbp:author gptkb:Yoshua_Bengio
gptkb:Aaron_Courville
gptkb:Ian_Goodfellow
gptkbp:available_formats gptkb:PDF
Hardcover
Paperback
e Pub
https://www.w3.org/2000/01/rdf-schema#label Deep Learning Book
gptkbp:isbn 978-0262035613
gptkbp:language English
gptkbp:page_count 800
gptkbp:published_year gptkb:2016
gptkbp:publisher gptkb:MIT_Press
gptkbp:reviews Highly regarded in the field
Comprehensive coverage of deep learning
Used as a textbook in many courses
Cited in numerous research papers
Includes practical examples
Recommended for researchers and practitioners
gptkbp:subject gptkb:Artificial_Intelligence
gptkb:neural_networks
gptkb:machine_learning
gptkbp:table_of_contents Introduction
Linear Algebra
Unsupervised Learning
Numerical Computation
Applications
Generative Models
Future Directions
Convolutional Networks
Machine Learning Basics
Probability and Information Theory
Deep Networks
Sequence Modeling
gptkbp:translated_into gptkb:Japanese
gptkb:Korean
gptkb:Spanish
gptkb:Russian
Chinese
gptkbp:website http://www.deeplearningbook.org
gptkbp:bfsParent gptkb:Aaron_Courville
gptkbp:bfsLayer 4