Here are two notebooks that walk thru an A/B test.
CTR.ipynb determines if there is a statistically significant difference in the Click Through Rate among different groups of users on the New York Times website.
LandingPage.ipynb determines the effectiveness of a new landing page in getting a user to sign up for a new service.