Mathematics for machine learning - Book

Part 2 & Alumni (2018)
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There is a new book being written on the mathematics needed for machine learning. The writers are releasing the book chapters as they are being finished.

https://mml-book.github.io/

Hope it helps people who feel they need more mathematical grounding.

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Also, there is another book on statistical learning which is recommended by almost every ML practitioner, its from professors at Stanford University:Introduction to statistical learning

Also they prepared the mooc on this book:

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