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Dark Web: Exploring and Data Mining the Dark Side of the Web (Integrated Series in Information Systems)
Hsinchun Chen

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Data Mining for Business Analytics: Concepts, Techniques, and Applications in R
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Data Mining for Business Analytics: Concepts, Techniques and Applications in Python
Shmueli, Galit

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Probabilistic Graphical Models: Principles and Techniques (Adaptive Computation and Machine Learning series)
Koller, Daphne

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Machine Learning Under a Modern Optimization Lens
Dimitris Bertsimas

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Statistics, Data Mining, and Machine Learning in Astronomy: A Practical Python Guide for the Analysis of Survey Data (Princeton Series in Modern Observational Astronomy)
Zeljko Ivezic, Andrew J. Connolly, Jacob T VanderPlas, Alexander Gray

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Introduction to Algorithms, 3rd Edition (The MIT Press)
Thomas H. Cormen, Charles E. Leiserson, Ronald L. Rivest, Clifford Stein,

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Data Mining with R: Learning with Case Studies, Second Edition (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)
Luis Torgo

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An Introduction to Support Vector Machines and Other Kernel-based Learning Methods
Nello Cristianini, John Shawe-Taylor

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Machine Learning (McGraw-Hill International Editions Computer Science Series)
Tom M. (Tom Michael) Mitchell,

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The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition (Springer Series in Statistics)
Hastie, Trevor

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Machine Learning and Data Mining
Igor Kononenko, Matjaz Kukar

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Linear Algebra and Learning from Data
Strang, Gilbert

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Fundamentals of Machine Learning for Predictive Data Analytics: Algorithms, Worked Examples, and Case Studies (The MIT Press)
John D. Kelleher, Brian Mac Namee, Aoife D'Arcy,

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Machine Learning Meets Quantum Physics: 968 (Lecture Notes in Physics)
Schütt, Kristof T.

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Data Science and Machine Learning: Mathematical and Statistical Methods (Chapman & Hall/CRC Machine Learning & Pattern Recognition)
Kroese, Dirk P.

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Linear Algebra And Optimization With Applications To Machine Learning - Volume I: Linear Algebra For Computer Vision, Robotics, And Machine Learning
Gallier, Jean H

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Data Mining and Analysis: Fundamental Concepts and Algorithms
Mohammed J. Zaki, Wagner Meira Jr