14.2 Deep Learning

The book on deep learning from Ian Goodfellow (I. Goodfellow, Bengio, and Courville 2016) the research scientist who pioneered generative adversarial networks (GANs) a book which goes deep into theory. The book is hosted at http://www.deeplearningbook.org/

Main topics of book:Smiley face

  • Applied Math and Machine Learning Basics
  • Modern Practical Deep Networks
  • Deep Learning Research

References

Goodfellow, Ian, Yoshua Bengio, and Aaron Courville. 2016. Deep Learning. MIT Press.