Competence: Data Science Workflow Level: Recommended

Online controlled experiments are at the core of data driven companies. Although it may sound that A/B testing is fairly simple this is far from truth. You can get some foundations by reading the following wonderful book:

Trustworthy Online Controlled Experiments

Or via this free course in Udacity:

A/B Testing