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Artificial Intelligence: A Modern Approach (AIMA) by Stuart Russell Published by Pearson

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Artificial Intelligence: A Modern Approach (AIMA) by Stuart Russell and Peter Norvig is the definitive, industry-leading textbook used by over 1,500 universities worldwide. Published by Pearson, it offers a comprehensive, unified approach to the theory and practice of AI, moving from basic concepts to advanced algorithmic details

Description

Core Topics Covered (4th Edition)

  • Foundations of AI: Intelligent agents, search and optimization, adversarial games, constraint satisfaction, and logic/knowledge representation.
  • Modern Techniques: Machine learning, deep learning, transfer learning, probabilistic reasoning, and Bayesian networks.
  • Applications: Natural language processing (NLP), computer vision, multi-agent systems, and robotics.
  • Responsible AI: Detailed integrations focusing on fairness, privacy, causality, and safe AI ethics

 

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