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Video of (ML 18.3) Stationary distributions, Irreducibility, and Aperiodicity in Machine Learning course by mathematicalmonk channel, video No. 143 free certified online
Definitions of the properties of Markov chains used in the Ergodic Theorem: time-homogeneous MC, stationary distribution of a MC, irreducible MC, aperiodic MC.