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A Cookbook of Self-Supervised Learning
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Machine Learning (1997)
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Data Science in Context – Peter Norvig's New Book
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Probabilistic Machine Learning: Advanced Topics
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Machine Learning – A First Course for Engineers and Scientists
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Probabilistic Machine Learning: An Introduction
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Cool Machine Learning Books
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AI: Foundations of Computational Agents, Second Edition
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A Modern Introduction to Online Learning
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Owl – OCaml Scientific Computing
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Principles and Techniques of Data Science
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Reinforcement Learning: An Introduction (2018) [pdf]
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Model-Based Machine Learning Book
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A Machine Learning cheatsheet focusing on the most popular algorithms
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A Course in Machine Learning
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Machine Learning for Dummies
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Probabilistic Models of Cognition
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Interactive Machine Learning
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A Course in Machine Learning
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Introduction to Autonomous Robots
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Artificial Intelligence: Foundations of Computational Agents
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Understanding Machine Learning: From Theory to Algorithms (2014)
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Free Data Science Books
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Model-Based Machine Learning
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A Course in Machine Learning
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Free Data Science Books
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AIMA 3rd edition (Russell, Norvig) available for pre-order now
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