Bayesian Machine Learning (Part 8) - DataScienceCentral.com

Have you ever asked a question, why do we need to calculate the exact Posterior distribution? To understand the answer of the above question, I would like you to re-visit our basic Baye's rule. So, what if we try and approximate our posterior! Will it impact our results? The computation of the exact posterior of the above distribution is very difficult.