Introduction to Probability by Joseph Blitzstein and Jessica Hwang is available as a free PDF on Google Docs.

The book contains:

  • Distributions
  • Random Variables
  • Markov Chains
  • Monte Carlo
  • All the background Math
  • Code Examples in R
  • and lots more….