Machine Learning
- Stanford ML course cheatsheet (PDF)
- Stanford ML course cheatsheet (Interactive)
- ML Resources
- Comprehensive probability cheatsheet (from www.wzchen.com/probability-cheatsheet/)
Deep Learning
- Stanford DL course cheatsheet (PDF)
- A Recipe for Training Neural Networks (Andrej Karpathy)
- Practical Advice for Building Deep Neural Networks
- RL foundational flaw