The general reader, even one with experience with calculus and computer programming, will find the mathematical language of many references in artificial intelligence and cognitive science filled with a uncommon mathematics. This reference is derived from the lecture notes of a sophomore-level mathematics course intended to provide computer science students with the mathematics they will need for their studies. Useful for readers who want to try to understand the mathematics of many cog sci and AI works.
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