{"product_id":"artificial-intelligence-a-modern-approach-definitive-ai-textbook","title":"Artificial Intelligence: A Modern Approach - Definitive AI Textbook","description":"\u003cp\u003eOur review of Artificial Intelligence: A Modern Approach finds it to be the definitive textbook for students and practitioners seeking a broad, up-to-date survey of artificial intelligence. This Global Edition balances classical foundations with modern advances, and its biggest reason to buy is the comprehensive, unified treatment of topics from probabilistic reasoning to deep learning, making it suitable for courses and self-study alike. The book reads as both a course companion and a reference, with expanded sections that reflect recent research and practical concerns in \u003cstrong\u003eAI and machine learning\u003c\/strong\u003e.\u003c\/p\u003e\n\u003ch2\u003eKey Features\u003c\/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eComprehensive coverage:\u003c\/strong\u003e The book surveys the full breadth of AI, providing historical foundations alongside modern techniques so readers can connect theory to current practice.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eUpdated topics:\u003c\/strong\u003e New and expanded chapters on deep learning, transfer learning, and probabilistic programming help readers understand contemporary methods and frameworks.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eInterdisciplinary reach:\u003c\/strong\u003e Coverage of natural language processing, robotics, and multi-agent systems gives students exposure to applied areas where AI concepts are used in the real world.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eEthics and safety awareness:\u003c\/strong\u003e Chapters addressing privacy, fairness, and safe AI introduce important social and policy contexts that practitioners must consider.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eUnified presentation:\u003c\/strong\u003e Concepts are reorganized to emphasize connections across subfields, making it easier to build an integrated understanding of AI principles.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eWho It's For\u003c\/h2\u003e\n\u003cp\u003eThis edition is well suited for upper-level undergraduate and graduate students, instructors who need a single, authoritative course text, and professionals seeking a rigorous reference that spans both classical and modern AI. Its breadth makes it a strong choice for curriculum design and for readers who already have some mathematical background.\u003c\/p\u003e\n\u003cp\u003eReaders seeking a brief tutorial or a lightweight introduction to programming with hands-on labs might look elsewhere, since the book prioritizes conceptual depth and comprehensive coverage over a short, tutorial-style format.\u003c\/p\u003e\n\u003ch2\u003ePros \u0026amp; Cons\u003c\/h2\u003e\n\u003cp\u003e\u003cstrong\u003ePros\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eExtensive, well-organized content that deepens understanding across both classical AI and current applications.\u003c\/li\u003e\n\u003cli\u003eExpanded treatment of machine learning and deep learning for up-to-date training in modern techniques.\u003c\/li\u003e\n\u003cli\u003eInclusion of topics on privacy, fairness, and safe AI that frame technical material in ethical context.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003eCons\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eThe scope and density can be overwhelming for absolute beginners or readers without prior mathematical preparation.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eSpecifications\u003c\/h2\u003e\n\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003eTitle\u003c\/td\u003e\n\u003ctd\u003eArtificial Intelligence: A Modern Approach, Global Edition\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eAuthors\u003c\/td\u003e\n\u003ctd\u003ePeter Norvig, Stuart Russell\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eEdition\u003c\/td\u003e\n\u003ctd\u003e4th Edition\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eMain topics\u003c\/td\u003e\n\u003ctd\u003eMachine learning, deep learning, NLP, robotics, probabilistic programming\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eNew coverage\u003c\/td\u003e\n\u003ctd\u003eTransfer learning, multi-agent systems, causality, privacy and fairness\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eIntended use\u003c\/td\u003e\n\u003ctd\u003eTextbook and reference for AI courses and practitioners\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e\n\u003ch2\u003eOur Verdict\u003c\/h2\u003e\n\u003cp\u003eArtificial Intelligence: A Modern Approach remains the most complete single-volume textbook for serious students and professionals who want a deep, connected understanding of AI. Its updated chapters and ethical material make it excellent value for coursework and long-term reference, though beginners may prefer supplementary introductory materials to bridge into its density.\u003c\/p\u003e\n\u003ch2\u003eFrequently Asked Questions\u003c\/h2\u003e\n\u003cp\u003e\u003cstrong\u003eIs this edition suitable for a graduate course?\u003c\/strong\u003e\u003cbr\u003eYes. The 4th Edition updates advanced topics and provides depth expected in graduate-level syllabi.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eDoes it cover deep learning and modern ML?\u003c\/strong\u003e\u003cbr\u003eYes. The book includes new and expanded coverage of deep learning, transfer learning, and probabilistic programming.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eWill it teach practical coding and labs?\u003c\/strong\u003e\u003cbr\u003eIt is primarily a conceptual and theoretical text; instructors often pair it with practical assignments or external lab resources.\u003c\/p\u003e","brand":"Peter Norvig, Stuart Russell","offers":[{"title":"Default Title","offer_id":48612812456155,"sku":"1292401133","price":57.1,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0724\/1043\/1707\/files\/81CDIGTNNFL._SL1500.jpg?v=1778581069","url":"https:\/\/gearmusthave.com\/products\/artificial-intelligence-a-modern-approach-definitive-ai-textbook","provider":"GearMustHave","version":"1.0","type":"link"}