General Maths Resources

Online Courses: General Maths Resources

• Duke - Maths for Data Science Course on Coursera

• Khan Academy

• KD Nuggets Listing of 15 MOOCs for Maths

• CK-12 - Build your own text books (for free!)

Books

• Mathematical Notation: A Guide for Engineers and Scientists

• Math Books: Recommended books about mathematics | Math ∞ Blog 

Statistics

Online Courses: Stanford Courses

• Stanford Langunita - Statistics  & Probability Course

• Standford Languinita - Statistical Learning

  • An Introduction to Statistical Learning: with applications in R - Print edition of the book which accompanies the above course

Books

• Statistics Done Wrong: The Woefully Complete Guide

• Discovering Statistics Using R

• CK-12 Probability and Statistics - Advanced (Second Edition) Volume 1 of 2

• CK-12 Probability and Statistics - Advanced (Second Edition) Volume 2 of 2

Algebra / Linear Algebra

• Linear Algebra: Step by Step

• CK-12 Algebra - Second Edition, Volume 1 of 2

• CK-12 Algebra I - Second Edition, Volume 2 of 2