Hidden Markov Models, Markov Chains.
often tackled using the Baum-Welch Algorithm, a specific case of the Expectation-Maximization (EM) algorithm, which iteratively estimates these probabilities. These three problems cover the main functionalities of HMMs in various applications, from speech recognition and bioinformatics to finance