{"id":1089,"date":"2023-02-05T10:21:06","date_gmt":"2023-02-05T10:21:06","guid":{"rendered":"https:\/\/www.inspirenignite.com\/ts\/artificial-intelligence-syllabus-for-mca-2nd-year-1st-sem-r20-regulation-jntuh-professional-elective-1\/"},"modified":"2023-02-05T10:21:06","modified_gmt":"2023-02-05T10:21:06","slug":"artificial-intelligence-syllabus-for-mca-2nd-year-1st-sem-r20-regulation-jntuh-professional-elective-1","status":"publish","type":"post","link":"https:\/\/www.inspirenignite.com\/ts\/artificial-intelligence-syllabus-for-mca-2nd-year-1st-sem-r20-regulation-jntuh-professional-elective-1\/","title":{"rendered":"Artificial Intelligence syllabus for MCA 2nd Year 1st Sem R20 regulation JNTUH (Professional Elective-1)"},"content":{"rendered":"<p align=\"justify\">Artificial Intelligence detailed syllabus for Master of Computer Applications (MCA), R20 regulation has been taken from the <a href=\"https:\/\/jntuh.ac.in\/syllabus\/\" style=\"color: inherit\" rel=\"nofollow noopener\" target=\"_blank\">JNTUH<\/a> official website and presented for the students affiliated to JNTUH course structure. For Course Code, Subject Names, Theory Lectures, Tutorial, Practical\/Drawing, Credits, and other information do visit full semester subjects post given below. The syllabus PDF files can also be downloaded from the universities official website.<\/p>\n<p align=\"justify\">For all the other MCA 2nd Year 1st Sem syllabus for R20 regulation JNTUH, visit <a href=\"..\/mca-2nd-year-1st-sem-syllabus-for-r20-regulation-jntuh\">Master of Computer Applications 2nd Year 1st Sem R20 Scheme<\/a>. <\/p>\n<p align=\"justify\">For all the (Professional Elective-1) subjects refer to <a href=\"..\/mca-2nd-year-1st-sem-professional-elective-1-syllabus-for-r20-regulation-jntuh\">Professional Elective-1 Scheme<\/a>. The detail syllabus for artificial intelligence is as follows.  <\/p>\n<h4>Prerequisites:<\/h4>\n<p id=\"istudy\" style=\"text-align:center\">For the complete syllabus, results, class timetable, and many other features kindly download the <a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" rel=\"nofollow noopener\" target=\"_blank\">iStudy App<\/a><br \/><b> It is a lightweight, easy to use, no images, and no pdfs platform to make students&#8217;s lives easier.<\/b><br \/><a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy&amp;pcampaignid=pcampaignidMKT-Other-global-all-co-prtnr-py-PartBadge-Mar2515-1\" rel=\"nofollow noopener\" target=\"_blank\"><img decoding=\"async\" src=\"https:\/\/play.google.com\/intl\/en_us\/badges\/static\/images\/badges\/en_badge_web_generic.png\" alt=\"Get it on Google Play\" style=\"height:65px\"><\/a>.  <\/p>\n<h4>Course Objectives:<\/h4>\n<ul>\n<li>To learn the distinction between optimal reasoning Vs. human like reasoning.<\/li>\n<li>To understand the concepts of state space representation, exhaustive search, heuristic search together with the time and space complexities.<\/li>\n<li>To learn different knowledge representation techniques.<\/li>\n<li>To understand the applications of AI, namely game playing, theorem proving, and machine learning.<\/li>\n<\/ul>\n<h4>Course Outcomes:<\/h4>\n<ul>\n<li>Ability to formulate an efficient problem space for a problem expressed in natural language.<\/li>\n<li>Select a search algorithm for a problem and estimate its time and space complexities.<\/li>\n<li>Possess the skill for representing knowledge using the appropriate technique for a given problem.<\/li>\n<li>Possess the ability to apply AI techniques to solve problems of game playing, and machine learning.<\/li>\n<\/ul>\n<h4>Unit -I<\/h4>\n<p id=\"istudy\" style=\"text-align:center\">For the complete syllabus, results, class timetable, and many other features kindly download the <a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" rel=\"nofollow noopener\" target=\"_blank\">iStudy App<\/a><br \/><b> It is a lightweight, easy to use, no images, and no pdfs platform to make students&#8217;s lives easier.<\/b><br \/><a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy&amp;pcampaignid=pcampaignidMKT-Other-global-all-co-prtnr-py-PartBadge-Mar2515-1\" rel=\"nofollow noopener\" target=\"_blank\"><img decoding=\"async\" src=\"https:\/\/play.google.com\/intl\/en_us\/badges\/static\/images\/badges\/en_badge_web_generic.png\" alt=\"Get it on Google Play\" style=\"height:65px\"><\/a>.  <\/p>\n<h4>Unit -II<\/h4>\n<p>  Problem Solving by Search-II and Propositional Logic Adversarial Search: Games, Optimal Decisions in Games, Alpha-Beta Pruning, Imperfect Real-Time Decisions. Constraint Satisfaction Problems: Defining Constraint Satisfaction Problems, Constraint Propagation, Backtracking Search for CSPs, Local Search for CSPs, The Structure of Problems. Propositional Logic: Knowledge-Based Agents, The Wumpus World, Logic, Propositional Logic, Propositional Theorem Proving: Inference and proofs, Proof by resolution, Horn clauses and definite clauses, Forward and backward chaining, Effective Propositional Model Checking, Agents Based on Propositional Logic.<\/p>\n<h4>Unit -III<\/h4>\n<p>  Logic and Knowledge Representation First-Order Logic: Representation, Syntax and Semantics of First-Order Logic, Using First-Order Logic, Knowledge Engineering in First-Order Logic. Inference in First-Order Logic: Propositional vs. First-Order Inference, Unification and Lifting, Forward Chaining, Backward Chaining, Resolution. Knowledge Representation: Ontological Engineering, Categories and Objects, Events. Mental Events and Mental Objects, Reasoning Systems for Categories, Reasoning with Default Information.<\/p>\n<h4>Unit -IV<\/h4>\n<p id=\"istudy\" style=\"text-align:center\">For the complete syllabus, results, class timetable, and many other features kindly download the <a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" rel=\"nofollow noopener\" target=\"_blank\">iStudy App<\/a><br \/><b> It is a lightweight, easy to use, no images, and no pdfs platform to make students&#8217;s lives easier.<\/b><br \/><a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy&amp;pcampaignid=pcampaignidMKT-Other-global-all-co-prtnr-py-PartBadge-Mar2515-1\" rel=\"nofollow noopener\" target=\"_blank\"><img decoding=\"async\" src=\"https:\/\/play.google.com\/intl\/en_us\/badges\/static\/images\/badges\/en_badge_web_generic.png\" alt=\"Get it on Google Play\" style=\"height:65px\"><\/a>.  <\/p>\n<h4>Unit -V<\/h4>\n<p>  Uncertain knowledge and Learning Uncertainty: Acting under Uncertainty, Basic Probability Notation, Inference Using Full Joint Distributions, Independence, Bayes&#8217; Rule and Its Use, Probabilistic Reasoning: Representing Knowledge in an Uncertain Domain, The Semantics of Bayesian Networks, Efficient Representation of Conditional Distributions, Approximate Inference in Bayesian Networks, Relational and First-Order Probability, Other Approaches to Uncertain Reasoning; Dempster-Shafer theory. Learning: Forms of Learning, Supervised Learning, Learning Decision Trees. Knowledge in Learning: Logical Formulation of Learning, Knowledge in Learning, Explanation-Based Learning, Learning Using Relevance Information, Inductive Logic Programming.<\/p>\n<h4>Text Books:<\/h4>\n<ol>\n<li>Artificial Intelligence A Modern Approach, Stuart Russell and Peter Norvig, 3rd Edition, Pearson Education.<\/li>\n<\/ol>\n<h4>Reference Books:<\/h4>\n<p id=\"istudy\" style=\"text-align:center\">For the complete syllabus, results, class timetable, and many other features kindly download the <a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" rel=\"nofollow noopener\" target=\"_blank\">iStudy App<\/a><br \/><b> It is a lightweight, easy to use, no images, and no pdfs platform to make students&#8217;s lives easier.<\/b><br \/><a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy&amp;pcampaignid=pcampaignidMKT-Other-global-all-co-prtnr-py-PartBadge-Mar2515-1\" rel=\"nofollow noopener\" target=\"_blank\"><img decoding=\"async\" src=\"https:\/\/play.google.com\/intl\/en_us\/badges\/static\/images\/badges\/en_badge_web_generic.png\" alt=\"Get it on Google Play\" style=\"height:65px\"><\/a>.<\/p>\n<p align=\"justify\">For detail syllabus of all other subjects of 2nd Year 1st Sem Master of Computer Applications, visit <a href=\"..\/category\/mca+2nd-year\">MCA 2nd Year 1st Sem syllabus<\/a> subjects.<\/p>\n<p align=\"justify\">For all MCA results, visit <a href=\"https:\/\/www.inspirenignite.com\/ts\/category\/results\/\">JNTUH MCA all years, and semester results <\/a>from direct links.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Artificial Intelligence detailed syllabus for Master of Computer Applications (MCA), R20 regulation has been taken from the JNTUH official website and presented for the students affiliated to JNTUH course structure. [&hellip;]<\/p>\n","protected":false},"author":2344,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"footnotes":""},"categories":[35],"tags":[],"class_list":["post-1089","post","type-post","status-publish","format-standard","hentry","category-mca"],"_links":{"self":[{"href":"https:\/\/www.inspirenignite.com\/ts\/wp-json\/wp\/v2\/posts\/1089","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.inspirenignite.com\/ts\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.inspirenignite.com\/ts\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/ts\/wp-json\/wp\/v2\/users\/2344"}],"replies":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/ts\/wp-json\/wp\/v2\/comments?post=1089"}],"version-history":[{"count":0,"href":"https:\/\/www.inspirenignite.com\/ts\/wp-json\/wp\/v2\/posts\/1089\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.inspirenignite.com\/ts\/wp-json\/wp\/v2\/media?parent=1089"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/ts\/wp-json\/wp\/v2\/categories?post=1089"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/ts\/wp-json\/wp\/v2\/tags?post=1089"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}