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About the branch of mathematics
You should have studied advanced mathematics (calculus, analytic geometry, ordinary differential equations), linear algebra and probability statistics.

There is also a mathematical physics method for physics majors (complex variable function+partial differential equation), which you can listen to, otherwise the four major mechanics are difficult to learn.

Modern algebra is the same as abstract algebra.

Higher algebra = linear algebra+polynomial theory+linear space theory+matrix theory.

If you want to study quantum mechanics, I'm afraid modern optical algebra is not enough. You'd better specialize in group theory.