Useful stuff
A list of useful resources on the web.
Machine learning books
- Tom Mitchell's book
- Smola & Vishwanathan's book
- Daume's book
- Murphy's book
- Shalev-Shwartz & Ben-David's book
- Nilsson's book
- Harrington's book
Statistics
How to do science
- Konrad's paper writing 101
- PLoS CB - 10 simple rules collection: a must read for everyone!