Interestingly in serious university mathematics when looking at the foundations of mathematics, Linear Algebra is a functional prerequisite of multivariate calculus and anything higher dimensional as LA provides a literal basis for abstract spaces and local approximations to continuous functions, etc.
(Often the two are formally taught in parallel)
If you don’t take the AP class to test out of it, you’d have to take it first in college though.
I imagine many people strong enough in math to pursue sciences will go the AP route and test out of it, but not everybody takes the same path.
I dunno. The vibe in high school’s hardest math class and college’s easiest math class is kinda different. Might be worth doing both, haha. Easy A, too.
Also to clarify wrt calculus, it is very common for university-track students to take AP calculus in high school, which allows them to take an examination that most universities accept to prove mastery of the equivalent to calc 1 or calc 1+2 depending on the examination.