Artificial Intelligence: A Modern Approach
FreeComprehensive AI theory (Russell & Norvig).
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About Artificial Intelligence: A Modern Approach
Artificial Intelligence: A Modern Approach, 4th US edition, by Stuart Russell and Peter Norvig, is the authoritative, most-used AI textbook globally, adopted by over 1500 schools. It provides comprehensive coverage of AI theory and practice, including problem-solving, knowledge representation, probabilistic reasoning, machine learning, deep learning, natural language processing, computer vision, robotics, and AI ethics. The companion website offers exercises, figures, code, pseudocode, and other resources.
Key Features
Comprehensive coverage of AI topics from introduction to future directions
Adopted by over 1500 schools as the primary AI textbook
Authored by Stuart Russell and Peter Norvig
Includes exercises, figures, code, and pseudocode resources
Preface and table of contents available as PDF
Pros & Cons
Pros
- Authoritative and widely recognized in academia
- Covers both classic and modern AI topics
- Provides practical resources like code and exercises
Best For
Learning AI theory and conceptsTeaching university-level AI coursesReference for AI researchers and practitioners