Summary of the main topics covered in Module 3 of the Data Analyst Nanodegree (Udacity): Practical Statistics.
Plus additional material complementing it, with images created to better illustrate concepts, files containing the data for examples, and code snippets for reference.
A more reader friendly format can be found as posts in my personal Blog.