[EXE] Gaussian Process regression (time series)

[Gim Seng]

Learning Goals

Learn simple gaussian process (GP) regression on a time-series data

Exercise Statement and data

Learn and explore how to use GP and apply it to interesting time-series data. I have in mind some stock market data or covid infection data.

Prerequisites

Basic understanding of regression. A bit of understanding of normal distribution and GP.