{"product_id":"the-book-of-ai-a-complete-guide-to-artificial-intelligence","title":"The Book of AI  A Complete Guide to Artificial Intelligence","description":"\u003cp data-start=\"759\" data-end=\"1030\"\u003e\u003cstrong data-start=\"759\" data-end=\"1030\"\u003eA complete, easy-to-understand guide for students and beginners who want to learn Artificial Intelligence from scratch.\u003cbr data-start=\"880\" data-end=\"883\"\u003eThis book explains AI concepts, tools, real-world uses, machine learning basics, neural networks, prompts, automation and much more—step by step.\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp data-start=\"759\" data-end=\"1030\"\u003e \u003c\/p\u003e\n\u003cp\u003eTable of Contents\u003c\/p\u003e\n\u003cp\u003eReal Life Applications of Research Areas .................................................................................................... 11\u003c\/p\u003e\n\u003cp\u003eTask Classification of AI .............................................................................................................................. 12\u003c\/p\u003e\n\u003cp\u003eWhat is Artificial Intelligence? ...................................................................................................................... 1\u003c\/p\u003e\n\u003cp\u003ePhilosophy of AI ........................................................................................................................................... 1\u003c\/p\u003e\n\u003cp\u003eGoals of AI .................................................................................................................................................... 1\u003c\/p\u003e\n\u003cp\u003eWhat Contributes to AI? ............................................................................................................................... 2\u003c\/p\u003e\n\u003cp\u003eProgramming Without and With AI .............................................................................................................. 2\u003c\/p\u003e\n\u003cp\u003eWhat is AI Technique? .................................................................................................................................. 3\u003c\/p\u003e\n\u003cp\u003eApplications of AI ......................................................................................................................................... 3\u003c\/p\u003e\n\u003cp\u003eHistory of AI ................................................................................................................................................. 4\u003c\/p\u003e\n\u003cp\u003eWhat is Intelligence? .................................................................................................................................... 6\u003c\/p\u003e\n\u003cp\u003eTypes of Intelligence..................................................................................................................................... 6\u003c\/p\u003e\n\u003cp\u003eWhat is Intelligence Composed of? .............................................................................................................. 7\u003c\/p\u003e\n\u003cp\u003eDifference between Human and Machine Intelligence ................................................................................. 9\u003c\/p\u003e\n\u003cp\u003eAbout the Tutorial ......................................................................................................................................... i\u003c\/p\u003e\n\u003cp\u003eAudience ....................................................................................................................................................... i\u003c\/p\u003e\n\u003cp\u003ePrerequisites ................................................................................................................................................. i\u003c\/p\u003e\n\u003cp\u003eDisclaimer \u0026amp; Copyright .................................................................................................................................. i\u003c\/p\u003e\n\u003cp\u003eTable of Contents ......................................................................................................................................... ii\u003c\/p\u003e\n\u003cp\u003e1.\u003c\/p\u003e\n\u003cp\u003e2.\u003c\/p\u003e\n\u003cp\u003e3.\u003c\/p\u003e\n\u003cp\u003eOVERVIEW OF AI ...................................................................................................................... 1\u003c\/p\u003e\n\u003cp\u003eINTELLIGENT SYSTEMS ............................................................................................................. 6\u003c\/p\u003e\n\u003cp\u003eRESEARCH AREAS OF AI .......................................................................................................... 10\u003cspan\u003eArtificial Intelligence\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003eiii\u003c\/p\u003e\n\u003cp\u003e4.\u003c\/p\u003e\n\u003cp\u003e5.\u003c\/p\u003e\n\u003cp\u003e6.\u003c\/p\u003e\n\u003cp\u003eAGENTS AND ENVIRONMENTS ............................................................................................... 14\u003c\/p\u003e\n\u003cp\u003eWhat are Agent and Environment? ............................................................................................................ 14\u003c\/p\u003e\n\u003cp\u003ePOPULAR SEARCH ALGORITHMS ............................................................................................ 20\u003c\/p\u003e\n\u003cp\u003eSingle Agent Pathfinding Problems............................................................................................................. 20\u003c\/p\u003e\n\u003cp\u003eFUZZY LOGIC SYSTEMS ........................................................................................................... 27\u003c\/p\u003e\n\u003cp\u003eWhat is Fuzzy Logic? ................................................................................................................................... 27\u003c\/p\u003e\n\u003cp\u003eAgents Terminology ................................................................................................................................... 14\u003c\/p\u003e\n\u003cp\u003eRationality .................................................................................................................................................. 15\u003c\/p\u003e\n\u003cp\u003eWhat is Ideal Rational Agent? .................................................................................................................... 15\u003c\/p\u003e\n\u003cp\u003eThe Structure of Intelligent Agents ............................................................................................................. 15\u003c\/p\u003e\n\u003cp\u003eThe Nature of Environments ...................................................................................................................... 18\u003c\/p\u003e\n\u003cp\u003eProperties of Environment ......................................................................................................................... 19\u003c\/p\u003e\n\u003cp\u003eSearch Terminology .................................................................................................................................... 20\u003c\/p\u003e\n\u003cp\u003eBrute-Force Search Strategies .................................................................................................................... 20\u003c\/p\u003e\n\u003cp\u003eInformed (Heuristic) Search Strategies ....................................................................................................... 23\u003c\/p\u003e\n\u003cp\u003eLocal Search Algorithms ............................................................................................................................. 24\u003c\/p\u003e\n\u003cp\u003eWhy Fuzzy Logic? ........................................................................................................................................ 27\u003c\/p\u003e\n\u003cp\u003eFuzzy Logic Systems Architecture ............................................................................................................... 28\u003c\/p\u003e\n\u003cp\u003eExample of a Fuzzy Logic System ................................................................................................................ 29\u003c\/p\u003e\n\u003cp\u003eApplication Areas of Fuzzy Logic ................................................................................................................. 32\u003c\/p\u003e\n\u003cp\u003eAdvantages of FLSs ..................................................................................................................................... 33\u003c\/p\u003e\n\u003cp\u003eDisadvantages of FLSs ................................................................................................................................ 33\u003cspan\u003eArtificial Intelligence\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003eiv\u003c\/p\u003e\n\u003cp\u003e7.\u003c\/p\u003e\n\u003cp\u003e8.\u003c\/p\u003e\n\u003cp\u003e9.\u003c\/p\u003e\n\u003cp\u003eNATURAL LANGUAGE PROCESSING ........................................................................................ 34\u003c\/p\u003e\n\u003cp\u003eComponents of NLP .................................................................................................................................... 34\u003c\/p\u003e\n\u003cp\u003eEXPERT SYSTEMS.................................................................................................................... 40\u003c\/p\u003e\n\u003cp\u003eWhat are Expert Systems? .......................................................................................................................... 40\u003c\/p\u003e\n\u003cp\u003eROBOTICS .............................................................................................................................. 47\u003c\/p\u003e\n\u003cp\u003eWhat are Robots? ....................................................................................................................................... 47\u003c\/p\u003e\n\u003cp\u003eDifficulties in NLU ....................................................................................................................................... 34\u003c\/p\u003e\n\u003cp\u003eNLP Terminology ........................................................................................................................................ 35\u003c\/p\u003e\n\u003cp\u003eSteps in NLP................................................................................................................................................ 35\u003c\/p\u003e\n\u003cp\u003eImplementation Aspects of Syntactic Analysis............................................................................................ 36\u003c\/p\u003e\n\u003cp\u003eCapabilities of Expert Systems .................................................................................................................... 40\u003c\/p\u003e\n\u003cp\u003eComponents of Expert Systems .................................................................................................................. 41\u003c\/p\u003e\n\u003cp\u003eKnowledge Base ......................................................................................................................................... 41\u003c\/p\u003e\n\u003cp\u003eInference Engine ......................................................................................................................................... 42\u003c\/p\u003e\n\u003cp\u003eUser Interface ............................................................................................................................................. 43\u003c\/p\u003e\n\u003cp\u003eExpert Systems Limitations......................................................................................................................... 44\u003c\/p\u003e\n\u003cp\u003eApplications of Expert System .................................................................................................................... 44\u003c\/p\u003e\n\u003cp\u003eExpert System Technology .......................................................................................................................... 45\u003c\/p\u003e\n\u003cp\u003eDevelopment of Expert Systems: General Steps ......................................................................................... 45\u003c\/p\u003e\n\u003cp\u003eBenefits of Expert Systems ......................................................................................................................... 46\u003c\/p\u003e\n\u003cp\u003eWhat is Robotics? ....................................................................................................................................... 47\u003c\/p\u003e\n\u003cp\u003eDifference in Robot System and Other AI Program ..................................................................................... 47\u003c\/p\u003e\n\u003cp\u003eRobot Locomotion ...................................................................................................................................... 48\u003c\/p\u003e\n\u003cp\u003eComponents of a Robot .............................................................................................................................. 50\u003cspan\u003ev\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003eArtificial Intelligence\u003c\/p\u003e\n\u003cp\u003eComputer Vision ......................................................................................................................................... 50\u003c\/p\u003e\n\u003cp\u003eTasks of Computer Vision ........................................................................................................................... 50\u003c\/p\u003e\n\u003cp\u003eApplication Domains of Computer Vision ................................................................................................... 51\u003c\/p\u003e\n\u003cp\u003eApplications of Robotics ............................................................................................................................. 51\u003c\/p\u003e\n\u003cp\u003eWhat are Artificial Neural Networks (ANNs)? ............................................................................................. 53\u003c\/p\u003e\n\u003cp\u003eBasic Structure of ANNs .............................................................................................................................. 53\u003c\/p\u003e\n\u003cp\u003eTypes of Artificial Neural Networks ............................................................................................................ 54\u003c\/p\u003e\n\u003cp\u003eWorking of ANNs ........................................................................................................................................ 55\u003c\/p\u003e\n\u003cp\u003eMachine Learning in ANNs ......................................................................................................................... 55\u003c\/p\u003e\n\u003cp\u003eBayesian Networks (BN) ............................................................................................................................. 56\u003c\/p\u003e\n\u003cp\u003eApplications of Neural Networks ................................................................................................................ 59\u003c\/p\u003e\n\u003cp\u003e10.\u003c\/p\u003e\n\u003cp\u003e11.\u003c\/p\u003e\n\u003cp\u003e12.\u003c\/p\u003e\n\u003cp\u003eNEURAL NETWORKS ............................................................................................................... 53\u003c\/p\u003e\n\u003cp\u003eAI ISSUES ................................................................................................................................ 61\u003c\/p\u003e\n\u003cp\u003eAI TERMINOLOGY ................................................................................................................... 62\u003c\/p\u003e","brand":"Bits College of iT","offers":[{"title":"Print Hard Copy","offer_id":53764340384108,"sku":null,"price":1499.0,"currency_code":"PKR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0985\/8492\/0428\/files\/WhatsAppImage2026-05-05at11.06.56.jpg?v=1778760446","url":"https:\/\/thebits.services\/products\/the-book-of-ai-a-complete-guide-to-artificial-intelligence","provider":"Bits College of iT","version":"1.0","type":"link"}