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A single book is enough to learn mathematics:

Riley, Hobson, Bence: Mathematical Methods for Physics and Engineering: A Comprehensive Guide

It has a whopping 1300 pages, but it has everything you need. And if that is not enough for you get

Cahill: Physical Mathematics

This will give you advanced topics like differential forms, path integrals, renormalization group, chaos and string theory.



Thanks for the suggestion. Like you mentioned though getting to the end of 1300 pages will take ages. Hope I can find that sort of time.




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