Bayesian Problem Solving in Machine Learning Engineering
Introduction to Bayesian Method The Bayesian approach is a probabilistic method of statistical inference, contrasting with the frequentist approach. At its core, Bayesian thinking involves updating the probability estimate for a hypothesis as more evidence or data becomes available. It combines prior beliefs (prior probabilities) with observed data (likelihood) to get posterior probabilities. Bayesian Inference … Read more