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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: 9780387310732 -- Pattern Recognition and Machine Learning
    Author: Christopher M. Bishop
    Publisher: Springer Verlag
    Edition/Year:2006
    Notes: Available online

    REQUIRED TEXTBOOK: ISBN: 9780262046824 -- Probabilistic Machine Learning: An Introduction
    Author: Murphy
    Publisher: MIT Press
    Edition/Year:2021
    Notes: Available online

    OPTIONAL TEXTBOOK: ISBN: 9781461471370 -- An Introduction to Statistical Learning
    Author: Gareth James,Daniela Witten,Trevor Hastie,Robert Tibshirani
    Publisher: Springer
    Edition/Year:2013



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