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Re:Teach Yourself Programming in Ten Years (1998) by Jtsummers on Monday January 15, 2024 @04:42PM (#39006458)
No particular order but how they came to mind:

Data structures, algorithms, algorithm analysis, various discrete math topics (set theory and number theory, a bit of graph theory, are usually included in a typical CS undergrad curriculum), models of concurrency, models of computing (lambda calculus, Turing machines), complexity classes, Chomsky hierarchy, type theory (some might consider this more advanced, varies by school and its lean towards practical or theoretical CS), systems of logic.

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