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This tag is used for questions that are related with following branches: Statistical learning theory, Machine learning, Vapnik–Chervonenkis theory (VC theory) and all other branches that are studied and applied in the area of learning theory that involves various kinds of mathematics.
17
votes
A clear map of mathematical approaches to Artificial Intelligence
At a more introductory level than Martin M. W.'s answer, I enjoyed Notes on Contemporary Machine Learning for Physicists by Jared Kaplan. In particular, it is a standalone text (although without exerc …