The purpose of the workshop is to provide our audience with real tools for solving real problems. It will consist of two parts:
A/B testing and Bandits Library.
A/B testing is the basic tool for any game to understand what version is better. We created an python library that makes analysis of A/B tests much simpler and decision making easier.
Multi Arm Bandits (MAB) can be thought of A/B testing on steroids. Instead of running a single test and making a decision after it, MAB let you continuously monitor your tests, exploit the best option and also explore other options simultaneously.
You will need your laptop to take part in the workshop!