- Gaussian Processes in Machine Learning
- Gaussian Processes: Inference in function space
- Why are Gaussian Process models interesting?
- What are Gaussian Processes?
- Introduction to Gaussian Processes
- Bayesian Standard Linear Models
- Bayesian Standard Linear Models II
- Bayesian Linear Regression with Basis Functions
- Function space view
- Gaussian Process Prior and Posterior
- Sampling from a prior and posterior Gaussian Process
Author: Carl Edward Rasmussen, Max Planck Institute For Biological Cybernetics