🔹 Definition of Independence Through Conditional Probability 0:57
🔹 The Markov Property and Missing Time Steps 3:15
🔹 Independence Versus Conditional Independence 6:45
🔹 The One-Step Transition Probability Matrix 8:18
🔹 Some Markov Chain Exercises 15:17
🔹 Two-Step Transition Probabilities 22:40
🔹 n-Step Transition Probabilities 27:02
🔹 The Chapman-Kolmogorov Equations! 29:45