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Cover of Deep Learning

Deep Learning

Ian Goodfellow info, Yoshua Bengio info, Aaron Courville info

First published 2016

No recent price yet

About this book

The reference text on modern neural networks.

The authors

Ian Goodfellow

born 1987 · American scientist, author

Profession
AI researcher, Computer scientist
Worked at
Google
Studied at
Stanford, Université de Montréal
Studied under
Yoshua Bengio, Aaron C. Courville

Invented generative adversarial networks (GANs) in 2014.

Wikipedia ↗

Yoshua Bengio

born 1964 · Canadian computer scientist

  • Turing Award
  • Fellow of the Royal Society
Profession
AI researcher, Computer scientist, Professor
Worked at
Université de Montréal
Studied at
McGill, MIT
Studied under
Renato De Mori
Prizes
Turing Award (2018), Fellow of the Royal Society (2020), Acfas Urgel-Archambeault Award (2009), Fellow of the Royal Society of Canada (2017), Prix Marie-Victorin (2017), Lifetime Achievement Award of the Canadian Artificial Intelligence Association (2018), IEEE Neural Networks Pioneer Award (2019), AAAI Fellow (2020), Princess of Asturias Award for Technical and Scientific Research (2022), ACM Fellow (2023), VinFuture Prize (2024), Queen Elizabeth Prize for Engineering (2025)

Shared the 2018 Turing Award for deep learning.

Wikipedia ↗

Aaron Courville

computer scientist

Profession
Computer scientist, Professor
Worked at
Université de Montréal
Studied at
Toronto, Carnegie Mellon
Studied under
David S. Touretzky

Reading order

Prerequisite: Artificial Intelligence (Russell)

Pairs with: Reinforcement Learning (Sutton)

In print

Yes · MIT Press

Which edition

There is one edition (2016). It is also free to read at deeplearningbook.org. The field has moved on (transformers came in 2017), but the foundations are all here.

Find a copy

First editions and signed copies open a search on AbeBooks, cheapest first. We may earn a commission if you buy through these links.

Editions

5 editions · 1 hardcover, 0 paperback

First published 2016

Earliest edition listed: 2016 · deeplearningbook.org · Web Book

  • 2016 · deeplearningbook.org · Web Book
  • 2016 · MIT Press · ISBN 9780262337373
  • 2016 · MIT Press · ISBN 9780262337434
  • 2017 · MIT Press · Hardcover · ISBN 9780262035613
  • 2017 · MIT Press · ISBN 9780262035613

The list may be incomplete, especially for older and non-English editions.

Subjects