A Gentle Introduction to Bayesian Regression

In this article, you will learn: • The fundamental difference between traditional regression, which uses single fixed values for its parameters, and Bayesian regression, which models them as probability distributions.

source https://machinelearningmastery.com/a-gentle-introduction-to-bayesian-regression/