- Missing semester of your CS education, an MIT course on bash, vim, git and more.
- Tom Minka's Statistical Learning and Pattern Recognition Glossary.
- David Mackay's FAQ on Bayesian methods for neural networks.
- Roger Grosse's Metacademy - a dependency graph for knowledge.
- You and your research, a talk by Richard Hamming.