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Video of (ML 18.4) Examples of Markov chains with various properties (part 1) in Machine Learning course by mathematicalmonk channel, video No. 144 free certified online
A very simple example of a Markov chain with two states, to illustrate the concepts of irreducibility, aperiodicity, and stationary distributions.