Unveiling Bayesian Linear Regression: A Step-by-Step Guide to Posterior Distribution

Introduction In machine learning, Bayesian Linear Regression offers a probabilistic framework to understand the relationships between variables. Unlike its classical counterpart, Bayesian regression provides a distribution over possible values of par...