# Introduction to Gaussian Processes

[edit]

**MLSS, Arequipa**on Aug 2, 2016 [pdf]

### Links

#### Abstract

In this first session we will introduce Gaussian process models, non parametric Bayesian models that allow for principled propagation of uncertainty in regression analysis. We will assume a background in parametric models, linear algebra and probability.