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on July 21, 2017
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A Student's Guide to Preparing for Data Science In...
All the stats stuff you mentioned (and more) is laid out very nicely in the second chapter of "Elements of Statistical Learning"
https://web.stanford.edu/~hastie/Papers/ESLII.pdf
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