Artificial Intelligence Engines: A Tutorial Introduction to the Mathematics of Deep Learning – James V. Stone

Introduction In recent years, there has been a rapid advancement in the field of Artificial Intelligence (AI), especially in the area of deep learning. Deep learning has become a powerful tool for solving complex problems and has been applied to various fields such as healthcare, finance, and self-driving cars. This tutorial introduces the fundamentals of
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Reinforcement Learning: An Introduction – Richard S. Sutton and Andrew G. Barto

Introduction: Reinforcement learning (RL) is a subfield of artificial intelligence (AI) that focuses on creating algorithms and models that can learn to make decisions based on their interactions with an environment. It has found applications in a variety of fields, including robotics, game playing, and business. One of the most influential and extensively cited texts
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Artificial Intelligence: Foundations of Computational Agents – David L. Poole and Alan K. Mackworth

Introduction Artificial intelligence (AI) has become an integral part of our lives, from virtual assistants on our phones to self-driving cars. It has revolutionized many industries and continues to shape the way we interact with technology. However, understanding the fundamentals of AI is crucial in order to fully comprehend its potential and limitations. In this
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Introduction to Algorithms – Thomas H. Cormen Charles E. Leiserson Ronald L. Rivest and Clifford Stein

Introduction to Algorithms is a widely-used and highly-regarded textbook on the subject of algorithms. Originally published in 1990, the book has undergone several revisions and is currently in its third edition, published in 2009. The book is co-authored by Thomas H. Cormen, Charles E. Leiserson, Ronald L. Rivest, and Clifford Stein. Thomas H. Cormen is
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Computational Intelligence: A Logical Approach – David Poole Alan Mackworth and Randy Goebel

Introduction Computational intelligence is an interdisciplinary field of research that combines computer science, mathematics, and biology to develop intelligent computing systems. It is defined as the study of the design of intelligent agents that behave in an intelligent, autonomous, and goal-oriented manner. A logical approach to computational intelligence is the use of logic-based techniques to
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AI Superpowers: China Silicon Valley and the New World Order – Kai-Fu Lee

About the Author Kai-Fu Lee is a renowned computer scientist and venture capitalist who specializes in artificial intelligence (AI). He was born in Taiwan in 1961 and later moved to the United States to pursue higher education. He received a bachelor’s degree from Columbia University and a Ph.D. from Carnegie Mellon University, both in computer
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Understanding Machine Learning: From Theory to Algorithms – Shai Shalev-Shwartz and Shai Ben-David

Understanding Machine Learning: From Theory to Algorithms by Shai Shalev-Shwartz and Shai Ben-David is a highly acclaimed book that provides a comprehensive guide to the theory and algorithms of machine learning. The book is written for both students and professionals who are interested in learning about the fundamentals of machine learning and its practical applications.
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