Last updated 5 years ago
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)