Machine Learning, Data Science, Mathematics, Markov Chains, Towards Data Science.
simplification given by the Markov assumption. Indeed, for long chains we would obtain for the last states heavily conditional probabilities. However, in a Markov case we can simplify this expression using that such that we have As they fully characterise the probabilistic dynamic of the process,