Artificial Intelligence : Foundations of Computational Agents
David L. (University of British Columbia, Vancouver) Poole
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Quantitative Asset Management: Factor Investing and Machine Learning for Institutional Investing
Michael Robbins
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Neural Networks and Deep Learning : A Textbook
Charu C. Aggarwal
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Artificial Intelligence and Project Management : An Integrated Approach to Knowledge-Based Evaluation
Tadeusz A. (Warsaw University of Technology, Poland) Grzeszczyk
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Blockchain-based Cyber Security : Applications and Paradigms
Kaushal (Pandit Deendayal Energy University, India) Shah
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Embracing Chatbots in Higher Education : The Use of Artificial Intelligence in Teaching, Administration, and Scholarship
Alexander M. (California State University Sacramento, USA) Sidorkin
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Law, Human Creativity and Generative Artificial Intelligence : Regulatory Options
Julija Kalpokiene
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Data-Driven Science and Engineering : Machine Learning, Dynamical Systems, and Control
Steven L. (University of Washington) Brunton
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Causality
Judea (University of California, Los Angeles) Pearl
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Linear Algebra for Everyone
Gilbert (Massachusetts Institute of Technology) Strang
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Understanding Machine Learning : From Theory to Algorithms
Shai (Hebrew University of Jerusalem) Shalev-Shwartz
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Constraint Processing
Rina (University of California, Irvine) Dechter
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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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Introduction to Natural Language Processing
Jacob (Assistant Professor, Google) Eisenstein
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High-Dimensional Probability : An Introduction with Applications in Data Science
Roman (University of California, Irvine) Vershynin
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Data Mining : The Textbook
Charu C. Aggarwal
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Data-Driven Science and Engineering : Machine Learning, Dynamical Systems, and Control
Steven L. (University of Washington) Brunton
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The Data Science Design Manual
Professor Steven S. Skiena
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Machine Learning Refined : Foundations, Algorithms, and Applications
Jeremy (Northwestern University, Illinois) Watt
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Introduction to Machine Learning with Applications in Information Security
Mark Stamp
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Bandit Algorithms
Tor (University of Alberta) Lattimore
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Deep Learning on Graphs
Yao (Michigan State University) Ma
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Robot Ethics 2.0 : From Autonomous Cars to Artificial Intelligence
Patrick Lin
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Patterns, Predictions, and Actions : Foundations of Machine Learning
Moritz Hardt
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