* The Art of Probability by Hamming. An opinionated, slightly quirky text on probability. Unlike the text used in my university course its explanations were clear and rigourous without being pedantic. The exercises were both interesting and enlightening. The only book in this list that taught skills I've actually used in the real world. * Calculus by Spivak. This was used in my intro calculus course in university. It…
These are good recommendations, but I think beginners tend to burn out due to the lack of a structured program and/or exercise solutions if they are trying to study on their own. The simplest structured program I can think of that satisfies both is: * Basic Mathematics by Lang. Covers basic algebra and geometry at high school level. Then one of these two, depending on your interests, or both: * Vector Calculus, Linea…
- power series and analytic functions
- the various properties of exponentials, logarithms, trigonometric functions, etc.
- L'Hopital's rule
- Integration by parts
You should definitely work through something like Spivak or Tao in addition to Hubbard.