Online books
Reversible Markov Chains and Random Walks on Graphs
Probability: Theory and Examples
Markov Chains and Mixing Times
Books by Terence Tao
Convex Optimization
Elements of Statistical Learning
Stanford related
Stanford University
Information Systems Laboratory
Defusing the Nuclear Threat