This page will give an overview of some problems in gravitational wave data analysis and how researchers are trying to solve them with machine learning. It will include improving data quality, searches for binary black holes and unmodelled gravitational wave bursts, and the astrophysics of gravitational wave sources. I do not include every study in these areas but will do my best.