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:
- 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.