An Introduction to MultiAgent Systems
Michael (University of Liverpool) Wooldridge
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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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AI and Machine Learning For Coders : A Programmer's Guide to Artificial Intelligence
Laurence Moroney
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A First Course in Machine Learning
Simon (University of Glasgow, United Kingdom) Rogers
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Learning Spark
Jules Damji
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Essential Math for Data Science : Take Control of Your Data with Fundamental Linear Algebra, Probability, and Statistics
Thomas Nield
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Understanding Machine Learning : From Theory to Algorithms
Shai (Hebrew University of Jerusalem) Shalev-Shwartz
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Fundamentals of Machine Learning for Predictive Data Analytics
John D. Kelleher
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Constraint Processing
Rina (University of California, Irvine) Dechter
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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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The Theory and Practice of Enterprise AI : Recipes and Reference Implementations for Marketing, Supply Chain, and Production Operations
Ilya Katsov
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Multiagent Systems : Algorithmic, Game-Theoretic, and Logical Foundations
Yoav (Stanford University, California) Shoham
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Introduction to Natural Language Processing
Jacob (Assistant Professor, Google) Eisenstein
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Probabilistic Reasoning in Intelligent Systems : Networks of Plausible Inference
Judea Pearl
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Python Data Science Handbook : Essential Tools for Working with Data
Jake Vanderplas
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Reasoning about Uncertainty
Joseph Y. (Cornell University) Halpern
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Foundations of Machine Learning
Mehryar (New York University) Mohri
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Learning Deep Learning : Theory and Practice of Neural Networks, Computer Vision, Natural Language Processing, and Transformers Using TensorFlow
Magnus Ekman
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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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AI for Games, Third Edition
Ian Millington
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Observability Engineering : Achieving Production Excellence
Charity Majors
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