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  • Deep Learning

  • MIT Press Essential Knowledge Series
  • Written by: John D. Kelleher
  • Narrated by: Joel Richards
  • Length: 5 hrs and 49 mins
  • 3.8 out of 5 stars (4 ratings)

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Deep Learning

Written by: John D. Kelleher
Narrated by: Joel Richards
Free with 30-day trial

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Publisher's Summary

Deep learning is an artificial intelligence technology that enables computer vision, speech recognition in mobile phones, machine translation, AI games, driverless cars, and other applications. When we use consumer products from Google, Microsoft, Facebook, Apple, or Baidu, we are often interacting with a deep learning system. In this volume in the MIT Press Essential Knowledge series, computer scientist John Kelleher offers an accessible and concise but comprehensive introduction to the fundamental technology at the heart of the artificial intelligence revolution. 

Kelleher explains some of the basic concepts in deep learning, presents a history of advances in the field, and discusses the current state of the art. He describes the most important deep learning architectures, including autoencoders, recurrent neural networks, and long short-term networks, as well as such recent developments as Generative Adversarial Networks and capsule networks. He also provides a comprehensive introduction to the two fundamental algorithms in deep learning: gradient descent and backpropagation. Finally, Kelleher considers the future of deep learning-major trends, possible developments, and significant challenges.
©2019 Massachusetts Institute of Technology (P)2019 Gildan Media
Computer Science
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very good

I loved the book
it is of M.I.T and published by M.I.T press it is best

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No supporting pdf

content is great, since the book keeps referring to charts or figs, reader cannot understand the content. checked with Audible India team, they confirmed that unfortunately no supporting pdf exists. This area needs improvement

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1 person found this helpful