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

Statistical Machine Learning - 11434 - CS 57800 - Lecture

    OPTIONAL SUPPLEMENTAL MATERIAL: ISBN: 9780071154673 -- Machine Learning
    Author: Tom M. Mitchell
    Publisher: Not Specified
    Edition/Year:1997
    Notes: Use for reference

    OPTIONAL SUPPLEMENTAL MATERIAL: ISBN: 9780387310732 -- Pattern Recognition and Machine Learning
    Author: Christopher M. Bishop
    Publisher: Springer Verlag
    Edition/Year:2006
    Notes: Use for reference

    OPTIONAL SUPPLEMENTAL MATERIAL: ISBN: 9780262013192 -- Probabilistic Graphical Models
    Author: Daphne Koller,Nir Friedman
    Publisher: MIT Press
    Edition/Year:2009
    Notes: Use for reference

    OPTIONAL SUPPLEMENTAL MATERIAL: ISBN: 9780387848570 -- The Elements of Statistical Learning: Data Mining, Inference, and Prediction
    Author: Hastie, Tibshirani, and Friedman
    Publisher: Springer
    Edition/Year:Not Specified
    Notes: Use for reference



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Release: 8.7.1