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Reinforcement Learning: An Introduction, 2nd Editi...

Reinforcement Learning: An Introduction, 2nd Edition – Sutton & Barto (ISBN 9780262039246)Reinforcement Learning: An Introduction (2nd Edition) by Richard S. Sutton and Andrew G. Barto is the definitive textbook on reinforcement learning, one of the most active and exciting areas in artific..

Linear Algebra and Learning from Data by Gilbert S...

Linear Algebra and Learning from Data (ISBN 9780692196380)Linear Algebra and Learning from Data is a groundbreaking textbook that bridges the gap between linear algebra and modern applications in data science and machine learning. Written by renowned MIT professor Gilbert Strang, this book..

Statistical Machine Learning *US HARDCOVER* A Unif...

The recent rapid growth in the variety and complexity of new machine learning architectures requires the development of improved methods for designing, analyzing, evaluating, and communicating machine learning technologies. Statistical Machine Learning: A Unified Framework provides student..

Convex Optimization by Stephen Boyd (ISBN 97805218...

Convex Optimization (ISBN 9780521833783)Convex Optimization by Stephen Boyd and Lieven Vandenberghe is the definitive textbook on convex analysis and optimization methods. This highly regarded work introduces the fundamental principles of convex sets, convex functions, and optimization problems..

Statistical Machine Learning: A Unified Framework ...

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Data-Driven Science and Engineering: Machine Learn...

Data driven discovery is revolutionizing how we model, predict. control complex systems. Now with Python and MATLAB®, this textbook trains mathematical scientists and engineers for the next generation of scientific discovery by offering a broad overview of the growing intersection of data driven met..

Mathematics for Machine Learning by Marc Peter Dei...

Mathematics for Machine Learning, 1st Edition (ISBN 9781108455145)Mathematics for Machine Learning by Marc Peter Deisenroth, A. Aldo Faisal, and Cheng Soon Ong is one of the most widely used foundational textbooks for building the mathematical skills needed to understand and..

Artificial Intelligence: A Systems Approach — Fr...

Artificial Intelligence: A Systems Approach — From Architecture Principles to Deployment (ISBN 9780262048989)Artificial Intelligence: A Systems Approach by David R. Martinez and Bruke M. Kifle provides a comprehensive, engineering-focused roadmap for designing, building, int..