Artificial Intelligence A Modern Approach(2nd Edition)
Authors:
Stuart J. Russell and Peter Norvig
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ISBN: 8120323823, 9788120323827, 978-0137903955
Book publisher: Prentice Hall
Book Price $0 : Stuart J. Russell and Peter Norvig's 'Artificial Intelligence: A Modern Approach' is a seminal text that provides an in-depth exploration of artificial intelligence (AI). This second edition outlines AI's foundational principles while providing comprehensive coverage of its methodologies. The book systematically explains AI concepts such as intelligent agents, neural networks, machine learning, and natural language processing. It covers essential algorithms like decision trees, optimization methods, and reinforcement learning, providing a structured table of contents that guides readers through complex topics seamlessly. Each chapter includes a solution manual and an answer key to facilitate deeper understanding and self-assessment for both students and instructors. The authors introduce techniques for addressing real-world AI problems and detail how programming languages like Python and Lisp are utilized to implement solutions. This edition has been praised for its clarity, thoroughness, and the practical approach to AI education, becoming a staple in computer science curricula. Its emphasis on both theoretical insights and practical applications renders it a crucial resource for understanding contemporary AI technologies and their implementations. The book is designed for a wide range of audiences, from beginners to advanced practitioners interested in AI's evolving landscape. With a focus on modern trends and technologies, it continues to be an invaluable reference for understanding how AI is transforming industries around the world, fostering innovation, and addressing complex problems.
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