The Mathematics for Machine Learning course doesn't assume knowledge of Linear Algebra, but covers the basics of Linear Algebra you'll need along with the basics of Multivariable Calculus, Statistics, Probability, etc. it does however, assume knowledge of high-school math and Single Variable Calculus. If you've been out of school for while, our adaptive diagnostic exam will identify your knowledge gaps and create a custom course for you that includes the necessary remediation.

If you're REALLY rusty (maybe you've been out of school for a while 5+ years), or maybe you just never learned the material that well in the first place, then you might want to start with one of our Mathematical Foundations courses that will scaffold you up to the level where you can handle the content in Mathematics for Machine Learning. More info can be found here: https://mathacademy.com/courses

The Mathematics for Machine Learning course would be ideal for anyone who majored in a STEM subject like CS (or at least has a solid mathematical foundation) and is interested in doing work in machine learning.