Bayesian Machine Learning, Bayesian Statistics, Inference, Editors Pick, Getting Started.
these methods are built upon is known as Bayes’ theorem. This says, given two events A and B , the conditional probability of A given that B is true is expressed as . Where P(A|B) represents the probability of A given B has happened and P(B|A) represent the probability of B given A has happened,