Over time, machine learning models will degrade for a number of reasons. Maybe you have a book recommendation model but your customers preferences are changing, or maybe your customers behaviour has changed since the Covid-19 Lockdown. In this talk, I will cover the 4 types of model decay and the steps you can take to detect and mitigate against them.