In Bayesian influence, probability distributions are heavily used to make intractable problems solvable. After discussing the normal distribution, we will cover other basic distributions and more advanced ones including Beta distribution, Dirichlet distribution, Poisson Distribution, and Gamma distribution. We will also discuss topics including the Conjugate prior, Exponential family of…