Materials

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Book

The most of the concepts in this course are easily found in The Orange Book of Machine Learning. The book is available for free online with a voluntary payment option.

Additional Course Materials

For enthusiasts, who are looking for more materials to study, here are some additional resources that are available online:

• Machine Learning from Scratch: By Daniel Friedman
• Mathematics for Machine Learning: by Marc Peter Deisenroth, A. Aldo Faisal, and Cheng Soon Ong
• Pattern Recognition and Machine Learning: by Chris Bishop
• Machine Learning: by Tom Mitchell
• A Course in Machine Learning: by Hal Daumé III