Primers

Data Science

The Fundamentals

Models

Linear Algebra

3Blue1Brown has a really awesome introduction to linear algebra video series and shows intuitively satisfying animations that really hit home a multiple of linear algebra concepts. I highly recommend watching it.

On top of that, you have some posts from yours truly.

Stochastic Models