Lecture 1: Set Theory and Linear Algebra Basics, August 24, 2026.

Lecture 2: Probability Basics, August 26, 2026.

Lecture 3: Stochastic Matrices and Discrete Time Markov Chains, August 28, 2026.

Lecture 4: Properties of Markov Chains and Hitting Times, August 31, 2026.

Lecture 5: Stopping Time, Strong Markov Property and Generating Functions, September 2, 2026.

Lecture 6: Martingales and the Optional Stopping Theorem, September 4, 2026.