### 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][1] 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]: http://www.iro.umontreal.ca/~bengioy/dlbook/ [Neural Networks and Deep Learning]: http://neuralnetworksanddeeplearning.com/ [1]: http://research.microsoft.com/pubs/209355/DeepLearning-NowPublishing-Vol7-SIG-039.pdf [Deep Learning Tutorial]: http://deeplearning.net/tutorial/deeplearning.pdf [Machine Learning]: https://class.coursera.org/ml-005 [Neural Networks for Machine Learning]: https://class.coursera.org/neuralnets-2012-001 [Neural networks class]: https://www.youtube.com/playlist?list=PL6Xpj9I5qXYEcOhn7TqghAJ6NAPrNmUBH [Deep Learning Course]: http://cilvr.cs.nyu.edu/doku.php?id=deeplearning:slides:start [How To Create A Mind]: https://www.youtube.com/watch?v=RIkxVci-R4k [Deep Learning, Self-Taught Learning and Unsupervised Feature Learning]: https://www.youtube.com/watch?v=n1ViNeWhC24 [Recent Developments in Deep Learning]: https://www.youtube.com/watch?v=vShMxxqtDDs&index=3&list=PL78U8qQHXgrhP9aZraxTT5-X1RccTcUYT [The Unreasonable Effectiveness of Deep Learning]: https://www.youtube.com/watch?v=sc-KbuZqGkI [Deep Learning of Representations]: https://www.youtube.com/watch?v=4xsVFLnHC_0 [Principles of Hierarchical Temporal Memory]: https://www.youtube.com/watch?v=6ufPpZDmPKA [Machine Learning Discussion Group - Deep Learning w/ Stanford AI Lab]: https://www.youtube.com/watch?v=2QJi0ArLq7s&list=PL78U8qQHXgrhP9aZraxTT5-X1RccTcUYT [Making Sense of the World with Deep Learning]: http://vimeo.com/80821560 [Demystifying Unsupervised Feature Learning]: https://www.youtube.com/watch?v=wZfVBwOO0-k [Visual Perception with Deep Learning]: https://www.youtube.com/watch?v=3boKlkPBckA