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The following is a list of required and optional materials for this course. This information is subject to change.

Data Mining & Machine Learning - 11717 - CS 37300 - Lecture

    REQUIRED TEXTBOOK: ISBN: 9780262039406 -- Foundations of Machine Learning, second edition
    Author: Mehryar Mohri,Afshin Rostamizadeh,Ameet Talwalkar
    Publisher: MIT Press
    Edition/Year:2018
    Notes: Available online

    REQUIRED TEXTBOOK: ISBN: 9781493938438 -- Pattern Recognition and Machine Learning
    Author: Christopher M. Bishop
    Publisher: Springer
    Edition/Year:2016
    Notes: Book is available online

    OPTIONAL TEXTBOOK: ISBN: 9780262046824 -- Probabilistic Machine Learning
    Author: Kevin P. Murphy
    Publisher: MIT Press
    Edition/Year:2022



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