# Kernel Methods

## Resources

### Gaussian Processes for Machine Learning

Carl Edward Rasmussen and Christopher K. I. Williams. The MIT Press, 2006. ISBN 0-262-18253-X.

• http://www.gaussianprocess.org/gpml/
• http://www.gaussianprocess.org/gpml/chapters/
• RW

Roughly speaking a stochastic process is a generalization of a probability distribution (which describes a finite-dimensional random variable) to functions.

A local mirror of the textbook can be accessed here.