Deep Learning - Resources

Classes

• deeplearning.ai
• fast.ai
• Stanford Neural Net class CS231n Winter 2016 video and github Andrew Karpathy
• CS224d: Deep Learning for Natural Language Processing
• Videos from Deep Learning summer school

Books

• Deep Learning by Ian Goodfellow, Yoshua Bengio and Aaron Courville
• Michael Neilsen’s Neural Networks and Deep Learning

Blogs

• Andrej Karpathy’s Hacker’s guide to Neural Networks
• Chris Olah’s blog

Papers

• Deep learning review article in Nature by Yann LeCun, Yoshua Bengio & Geoffrey Hinton
• Deep learning reading list