AwesomeDeepLearning

Free Online Books

1. Deep Learning by Yoshua Bengio, Ian Goodfellow and Aaron Courville
2. Neural Networks and Deep Learning by Michael Nielsen
3. Deep Learning by Microsoft Research
4. Deep Learning Tutorial by LISA lab, University of Montreal

Courses

1. Machine Learning by Andrew Ng in Coursera
2. Neural Networks for Machine Learning by Geoffrey Hinton in Coursera
3. Neural networks class by Hugo Larochelle from Université de Sherbrooke
4. Deep Learning Course by CILVR lab @ NYU

Video and Lectures

1. How To Create A Mind By Ray Kurzweil - Is a inspiring talk
2. [Deep Learning, Self-Taught Learning and Unsupervised Feature Learning][] By Andrew Ng
3. Recent Developments in Deep Learning By Geoff Hinton
4. The Unreasonable Effectiveness of Deep Learning by Yann LeCun
5. Deep Learning of Representations by Yoshua bengio
6. Principles of Hierarchical Temporal Memory by Jeff Hawkins
7. [Machine Learning Discussion Group - Deep Learning w/ Stanford AI Lab][] by Adam Coates
8. Making Sense of the World with Deep Learning By Adam Coates
9. Demystifying Unsupervised Feature Learning By Adam Coates
10. Visual Perception with Deep Learning By Yann LeCun

Papers

[Deep Learning, Self-Taught Learning and Unsupervised Feature Learning]: https://www.youtube.com/watch?v=n1ViNeWhC24

[Machine Learning Discussion Group - Deep Learning w/ Stanford AI Lab]: https://www.youtube.com/watch?v=2QJi0ArLq7s&list=PL78U8qQHXgrhP9aZraxTT5-X1RccTcUYT