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Deep Learning
Ian Goodfellow, Yoshua Bengio, Aaron Courville
An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives.

"Written by three experts in the field, Deep Learning is the only comprehensive book on the subject." -- Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceX

Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning.

Year:
2016
Publisher:
The MIT Press
Language:
english
Pages:
800 / 801
ISBN 10:
0262035618
ISBN 13:
9780262035613
Series:
Adaptive Computation and Machine Learning
File:
PDF, 18.39 MB