Other Links
General Texts:
- Ian Goodfellow, Yoshua Bengio and Aaron Courville Deep Learning - an MIT Press book http://www.deeplearningbook.org/
- Michael A. Nielsen, Neural Networks and Deep Learning - free, general e-book - http://neuralnetworksanddeeplearning.com/
Previous CS6101 versions run by Min
Note: other semester after 2018 are archived in this website under past semesters. Only the older coursework prior to 2018 is listed below here.
- Deep Reinforcement Learning - http://www.comp.nus.edu.sg/~kanmy/courses/6101_1820
- Deep Learning for NLP (reprise) - http://www.comp.nus.edu.sg/~kanmy/courses/6101_1810
- Deep Learning via Fast.AI - http://www.comp.nus.edu.sg/~kanmy/courses/6101_2017_2/
- Deep Learning for Vision - http://www.comp.nus.edu.sg/~kanmy/courses/6101_2017/
- Deep Learning for NLP - http://www.comp.nus.edu.sg/~kanmy/courses/6101_2016_2/
- MOOC Research - http://www.comp.nus.edu.sg/~kanmy/courses/6101_2016/