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Re:Ask HN: What maths are critical to pursuing ML/AI? by mayank on Monday August 28, 2017 @11:02AM (#15116943)
You can actually get the latest edition of Elements of Stastical Learning for free as a (legal) pdf from the author!

https://web.stanford.edu/~hastie/ElemStatLearn/

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