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: