The following is a list of topics & books that are on calculus, algebra and category theory, ordered in a way to be thorough as possible; intended to be used as preliminary study for any branch of study which has algebra/calculus as prerequisites. This list was first intended as a thorough preliminary study for machine learning, but admittedly, the list still lacks a lot of supplementary topics, most notably:
- Statistics in general
- Measure theory in general
- The topology of R^n
- Details of commutative algebra
Furthermore, this list is, by no means, complete. These are just listed off of a few undergrad/graduate level mathematics books intended to help me relearn what I have either forgotten or haven't properly learned in the first place. I DO NOT condone anyone use this list as a guide for preliminary topics for any topic requiring calculus/linear algebra. The authors of these books most definitely know what they're doing & what they're w