I was hunting for lecture notes on (measure-theoretic) probability, and I found a couple of nice links:

• Rich Bass has posted succinct introduction to probability as well as lecture notes on other topics in probability.
• Ivan Wilde has a series of lecture notes in real analysis, including one set on Measure, Integration, and Probability. He also covers C* algebras and von Neumann algebras, among other topics.