Understanding Machine Learning : From Theory to Algorithms
Shai Shalev-Shwartz
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Hands-On Unsupervised Learning Using Python : How to Build Applied Machine Learning Solutions from Unlabeled Data
Ankur A. Patel
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Understanding Machine Learning : From Theory to Algorithms
Shai Shalev-Shwartz
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The Data Science Design Manual
Steven S. Skiena
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Evaluating Learning Algorithms : A Classification Perspective
Nathalie Japkowicz
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Computer Age Statistical Inference : Algorithms, Evidence, and Data Science
Bradley Efron
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Face Detection and Recognition : Theory and Practice
Asit Kumar Datta
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High-Dimensional Probability : An Introduction with Applications in Data Science
Roman Vershynin
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Fundamentals of Music Processing : Audio, Analysis, Algorithms, Applications
Meinard Muller
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Scala: From a Functional Programming Perspective : An Introduction to the Programming Language
Vicenc Torra
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Mathematical Analysis of Machine Learning Algorithms
Tong Zhang
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Algorithmic High-Dimensional Robust Statistics
Ilias Diakonikolas
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Radiosity and Realistic Image Synthesis
Michael F. Cohen
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Readings in Computer Vision : Issues, Problem, Principles, and Paradigms
Martin A. Fischler
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Readings in Speech Recognition
Alexander Waibel
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Feature Extraction & Image Processing
Mark Nixon
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