Comment by jules

* Calculus

* Linear algebra

* Optimisation

* Probability

Various universities have very good course content freely available online, often including textbook recommendations, course notes, exercises, sample exams, and video lectures. Realistically it is probably going to be quite difficult to learn this on your own.