Probability and statistics

Beginner

• Seeing Theory visual textbook.
• Probability distributions.

Courses

• Statistics 110 (Probability) by Joe Blitzstein.

Reference

• Chapter 6 “Probability and Distributions” in the MML book.
• P4D.

Advanced

• Aubrey Clayton reading of The Logic of Science by E.T. Jaynes.