Other Links

General Texts:

  1. Ian Goodfellow, Yoshua Bengio and Aaron Courville Deep Learning - an MIT Press book http://www.deeplearningbook.org/
  2. 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.

  1. Deep Reinforcement Learning - http://www.comp.nus.edu.sg/~kanmy/courses/6101_1820
  2. Deep Learning for NLP (reprise) - http://www.comp.nus.edu.sg/~kanmy/courses/6101_1810
  3. Deep Learning via Fast.AI - http://www.comp.nus.edu.sg/~kanmy/courses/6101_2017_2/
  4. Deep Learning for Vision - http://www.comp.nus.edu.sg/~kanmy/courses/6101_2017/
  5. Deep Learning for NLP - http://www.comp.nus.edu.sg/~kanmy/courses/6101_2016_2/
  6. MOOC Research - http://www.comp.nus.edu.sg/~kanmy/courses/6101_2016/