What Bayesian Linear Regression Means in Machine Learning

Bayesian Linear Regression combines the simplicity of linear regression with the power of Bayesian principles. Unlike traditional methods, it doesn’t just give you a single prediction; it also captures the uncertainty in those predictions. This means you can quantify how confident the model is about its estimates. By using prior knowledge and updating i…