Top picks
- Game Theory by Ben Polak Youtube video and open yale course contents
- Deep learning by Andrew Ng on coursera under name deeplearning.ai
- Reinforcement learning from RL course by David Silva
- Graphical Model, here are some slides as a part of a course I did.
- Binary Exploitation by LiveOverFlow
- Financial Markets on Coursera
Papers
YouTube Channels
- CGP Grey and all of its top videos ❤️
- Overly Sarcastic Production and their playlists 1, 2 and 3
- RealLifeLore for its weird questions and strange maps playlist
- Half as Interesting
- OverSimplified specially for its war history
Others
- Deep Learning book
- Neural networks from neuralnetworksanddeeplearning.com and its github repo
- Machine Learning by Andrew Ng Youtube playlist for more detailed and slightly challenging content. Coursera for basic understanding and Programming Assignments
- Big data and Hadoop a basic introduction to big data by Udemy
- The Unreasonable Effectiveness of Recurrent Neural Networks and other Karpathy’s blog
- Kernel PCA by Schölkopf and Smola
- Recurrent Network training difficulty by Yoshua Bengio,Razvan Pascanu, Tomas Mikolov here