12 Free Math Resources For Data Science

  1. Khan Academy Linear Algebra Series
  2. Coding the Matrix Course (and book)
  3. 3Blue1Brown Linear Algebra series. (Youtube)
  4. fast.ai Linear Algebra for coders course.
  5. The Matrix Calculus You Need For Deep Learning Paper.
  6. MIT Single Variable Calculus.
  7. MIT Multivariable Calculus.
  8. Khan Academy Statistics and Probability Series(Beginner friendly)
  9. Intro to Descriptive Statistics from Udacity.
  10. Intro to Inferential Statistics from Udacity.
  11. Statistics with R specialization from Coursera.
  12. Stanford CS229 Probability Theory review.

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