Reinforcement Learning : An Introduction
Richard S. (University of Alberta) Sutton
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Deep Learning
Ian (Senior Research Scientist, OpenAI) Goodfellow
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Artificial Intelligence: A Modern Approach, Global Edition
Stuart Russell
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Probabilistic Robotics
Sebastian (Stanford University) Thrun
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Multiple View Geometry in Computer Vision
Richard (Australian National University, Canberra) Hartley
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Neural Networks for Pattern Recognition
Christopher M. (, Microsoft Research) Bishop
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Foundations of Statistical Natural Language Processing
Christopher (Stanford University) Manning
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An Introduction to Neural Networks
Kevin (University of Sheffield University of Sheffield, UK) Gurney
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Principles of Database Management : The Practical Guide to Storing, Managing and Analyzing Big and Small Data
Wilfried (KU Leuven, Belgium) Lemahieu
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Prolog Programming for Artificial Intelligence
Ivan Bratko
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Probabilistic Graphical Models : Principles and Techniques
Daphne (Stanford University) Koller
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Probabilistic Machine Learning : An Introduction
Kevin P. Murphy
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Machine Learning : An Algorithmic Perspective, Second Edition
Stephen (Massey University, Palmerston North, New Zealand) Marsland
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Computer Vision : Models, Learning, and Inference
Simon J. D. (University College London) Prince
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Algorithms for Optimization
Mykel J. (Stanford University) Kochenderfer
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A First Course in Machine Learning
Simon Rogers
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Fundamentals of Machine Learning for Predictive Data Analytics
John D. Kelleher
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An Introduction to Statistical Learning : with Applications in R
Gareth James
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Introduction to Machine Learning
Ethem (Ozyegin University) Alpaydin
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Multiagent Systems : Algorithmic, Game-Theoretic, and Logical Foundations
Yoav (Stanford University, California) Shoham
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Foundations of Machine Learning
Mehryar (New York University) Mohri
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High-Dimensional Statistics : A Non-Asymptotic Viewpoint
Martin J. (University of California, Berkeley) Wainwright
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Decision Making Under Uncertainty : Theory and Application
Mykel J. (Stanford University) Kochenderfer
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Artificial Intelligence : A Guide to Intelligent Systems
Michael Negnevitsky
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