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This looks interesting, I bookmarked it.

My biggest blocker is the "statistics" part of M/L, knowing what algorithms to choose for various cases.

This book was a big help for me and is very well written, https://xcelab.net/rm/statistical-rethinking/ . You can find it free online ( along with video course ). The printed version is a very nice high quality book.

Do you know if there are any online classes that use this book as a reference? Or more generally, what type of courses teaches this subject?

Thanks so much. That is an amazing level of choice in the example code. I need this right now as a type of statistical strength training.

check out introduction to statistical learning

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