Machine Learning : A Probabilistic Perspective
Kevin P. Murphy
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Model-Based Machine Learning
John (Microsoft Research Ltd., Cambridge, United Kingdom) Winn
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Machine Learning for Factor Investing : Python Version
Guillaume Coqueret
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Machine Learning with Noisy Labels : Definitions, Theory, Techniques and Solutions
Gustavo (Professor of AI and Machine Learning, Centre for Vi Carneiro
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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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Probabilistic Graphical Models : Principles and Techniques
Daphne (Stanford University) Koller
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Machine Learning : An Algorithmic Perspective, Second Edition
Stephen (Massey University, Palmerston North, New Zealand) Marsland
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Bayesian Reasoning and Machine Learning
David (University College London) Barber
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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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Introduction to Machine Learning
Ethem (Ozyegin University) Alpaydin
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Foundations of Machine Learning
Mehryar (New York University) Mohri
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Introduction to AI Robotics
Robin R. (Raytheon Professor of Computer Science & Engineering Murphy
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Machine Learning : A Bayesian and Optimization Perspective
Sergios (professor of machine learning and signal process Theodoridis
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Machine Learning for Factor Investing: R Version
Guillaume Coqueret
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Data Mining and Machine Learning : Fundamental Concepts and Algorithms
Mohammed J. (Rensselaer Polytechnic Institute, New York) Zaki
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Mining of Massive Datasets
Jure (Stanford University, California) Leskovec
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High-Dimensional Data Analysis with Low-Dimensional Models : Principles, Computation, and Applications
John (Columbia University, New York) Wright
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Data Science, Analytics and Machine Learning with R
Luiz Paulo (Economics, Business Administration and Accounting Favero
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Mathematics for Machine Learning
Marc Peter (University College London) Deisenroth
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Sentiment Analysis : Mining Opinions, Sentiments, and Emotions
Bing (University of Illinois, Chicago) Liu
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Mathematical Aspects of Deep Learning
Philipp (Universitat Wien, Austria) Grohs
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Mathematics of Quantum Computing : An Introduction
Wolfgang Scherer
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