Recorded Lectures: Bayesian linear regression

Gaussian Distributions

Bayesian Linear Regression

1. Linear Regression
   
2. Regularization
   
3. Bayesian Linear Regression
   
4. Marginal Likelihood
   
5. Model comparison
   
6. Equivalent Kernel
   
7. Dual formulation