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

Large Scale Data Analytics - 14640 - CS 49000 - Lecture

    OPTIONAL TEXTBOOK: ISBN: 9780072465631 -- Database Management Systems
    Author: Raghu Ramakrishnan,Johannes Gehrke
    Publisher: McGraw-Hill Companies
    Edition/Year:2003

    OPTIONAL TEXTBOOK: ISBN: 9780078022159 -- Database System Concepts
    Author: Henry F. Korth,S. Sudarshan,Abraham Silberschatz, Professor
    Publisher: McGraw-Hill Education
    Edition/Year:7th / 2019

    OPTIONAL TEXTBOOK: ISBN: 9780262035613 -- Deep Learning
    Author: Ian Goodfellow,Yoshua Bengio,Aaron Courville
    Publisher: MIT Press
    Edition/Year:2016

    OPTIONAL TEXTBOOK: ISBN: 9780387848570 -- The Elements of Statistical Learning: Data Mining, Inference, and Prediction
    Author: Hastie, Tibshirani, and Friedman
    Publisher: Springer
    Edition/Year:Not Specified

    OPTIONAL SUPPLEMENTAL MATERIAL: A Course in Machine Learning
    Author: Daume III
    Publisher: Not Specified
    Edition/Year:Not Specified



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