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Markov Models In Machine Learning Machine Learning Interview Questions What is a multinomial naive Bayes algorithm? What is the difference between Bayesian and Markov? Types Of Machine Learning Over the past decades, computers have broadly automated tasks that programmers could describe with clear rules and algorithms. Modern machine learning techniques now allow us to do the same for tasks where describing the precise rules is much harder.