Statistics

This section contains the essential statistical concepts a good data scientist must know. Interesting related resources:

• Statistics by SJSU - Free course (Udacity)

• Intro to Inferential Statistics - Free course (Udacity)

• Intro to Descriptive Statistics - Free course (Udacity)

• Intro to Statistics - Free course from Programming Nanodegree (Udacity)

• Probabilistic Programming and Bayesian Methods for Hackers (GitHub Notebooks)

• Machine Learning. A Probabilistic Perspective - K.P. Murphy (Book)