{"product_id":"9789355857996-2","title":"Fundamental of AI for  GTU 24 Course  (II- COMMON - BE02000041)","description":"\u003cp\u003eSyllabus Fundamental of AI - (BE02000041)  Total Credits L + T + (PR\/2)\tAssessment Pattern and Marks\tTotal Marks C\tTheory\tTutorial \/ Practical\t \tESE (E)\tPA \/ CA (M)\tPA \/ CA (I)\tESE (V)\t 02\t70\t30\t-\t-\t100  Unit No.\tContent 1.\tIntroduction : •\tHistory \u0026amp; overview of Artificial Intelligence. •\tDefinition of Artificial Intelligence. •\tArtificial Narrow Intelligence, Artificial General Intelligence, Artificial Super Intelligence. •\tConcepts of Production, Agents and Environments. •\tCharacteristics of Intelligent Agents, Concept of Rationality, Nature of Environments. (Chapter - 1) 2.\tKnowledge Representation : •\tConcept of Knowledge representation. •\tIntroduction to Natural Language processing. •\tConcept of Pattern recognition. •\tIntroduction to Expert systems. (Chapter - 2) 3.\tBasics of Machine Learning : •\tLearning from examples. •\tForms of Learning - Supervised learning, Unsupervised learning, Reinforcement learning •\tSimple Models - Linear regression, Logistic regression, Support Vector Machines (SVM) etc. (Chapter - 3)    4.\tDeep Learning : •\tConcept of Deep Learning. •\tIntroduction to Neural Networks. •\tTypes of Deep Learning models. •\tDeep learning applications. (Chapter - 4) 5.\tModern Artificial Intelligence : •\tLarge Language Models (LLMs). •\tUse-cases : ChatGPT, Gemini, Bhashini, Krutrim etc. •\tCurrent Issues \u0026amp; Future Challenges of AI. (Chapter - 5)\u003c\/p\u003e","brand":"Technical Publications","offers":[{"title":"Default Title","offer_id":46043158446251,"sku":"10995921116","price":330.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0620\/3355\/9723\/files\/9789355857996_2_842019c3-f6ed-44df-95f3-775b650190b9.jpg?v=1768374993","url":"https:\/\/technicalpublications.in\/products\/9789355857996-2","provider":"Technical Publications","version":"1.0","type":"link"}