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Sorry, did not learn much from books. The only one of note is the Tom Mitchell Machine Learning Book, which already requires a basic advanced mathematics fluency. I also believe it is a little out of date.

I can recommend a few professors who really opened my mind to how to use math, all at UCSC (CS grad school for me):

- Dave Helmbold (Machine Learning) - Kevin Ross (Operations Research) - Martin Abadi (Security)




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