Data Science, Probability Theory, Statistics.
A given the event B. Multiplication rule: Total Probability theorem: By using the Multiplication principle and chain rule we can derive the total probability using several distinct events. Bayes’ Theorem: The substitution of Total Probability theorem in the Multiplication principle gives the