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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: 9780262082907 -- Principles of Data Mining
    Author: David J. Hand,Professor in the Department of Statistics David J Hand,Heikki Mannila,Padhraic Smyth
    Publisher: MIT Press
    Edition/Year:2001

    OPTIONAL SUPPLEMENTAL MATERIAL: ISBN: 9780262039406 -- Foundations of Machine Learning
    Author: Mehryar Mohri,Afshin Rostamizadeh,Ameet Talwalkar
    Publisher: MIT Press
    Edition/Year:2018

    OPTIONAL SUPPLEMENTAL MATERIAL: ISBN: 9780387848570 -- The Elements of Statistical Learning: Data Mining, Inference, and Prediction
    Author: Hastie, Tibshirani, Friedman
    Publisher: Springer
    Edition/Year:2nd / 2017



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