Data Science Learning Resources 

Different people learn in different ways.  Some learn best by taking a class, others learn best by reading and following along in a book or online tutorial, and still others prefer to watch a video on the topic they want to learn.  

The goal of this page is to make it easy for you to find learning materials for the topics you want to learn, no matter the format.  It is a work in process, and we will be updating it regularly as we discover new and useful data science learning resources.  If you know of an awesome learning resource that is not currently listed, please recommend it to us!  

General Data Science

 

Probability & Statistics

 

Machine Learning

R Programming

python programming

BIg Data

Databases

Data Visualization

Social Media and Text Analysis

What else? 

Know of an awesome data science learning resource that's not listed? Recommend it to us!