{"id":29478,"date":"2021-08-29T14:40:53","date_gmt":"2021-08-29T14:40:53","guid":{"rendered":"https:\/\/www.inspirenignite.com\/jntuh\/cs701oe-artificial-intelligence-it-syllabus-for-btech-4th-year-1st-sem-r18-regulation-jntuh-open-elective-2\/"},"modified":"2021-08-29T14:40:53","modified_gmt":"2021-08-29T14:40:53","slug":"cs701oe-artificial-intelligence-it-syllabus-for-btech-4th-year-1st-sem-r18-regulation-jntuh-open-elective-2","status":"publish","type":"post","link":"https:\/\/www.inspirenignite.com\/jntuh\/cs701oe-artificial-intelligence-it-syllabus-for-btech-4th-year-1st-sem-r18-regulation-jntuh-open-elective-2\/","title":{"rendered":"CS701OE: Artificial Intelligence IT Syllabus for B.Tech 4th Year 1st Sem R18 Regulation JNTUH (Open Elective-2)"},"content":{"rendered":"<p align=\"justify\">Artificial Intelligence detailed syllabus for Information Technology (IT), R18 regulation has been taken from the <a class=\"rank-math-link\" href=\"https:\/\/jntuh.ac.in\/syllabus\/\" style=\"color: inherit\" target=\"_blank\" rel=\"noopener\">JNTUHs<\/a> official website and presented for the students of B.Tech Information Technology branch affiliated to JNTUH course structure. For Course Code, Course Titles, 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 IT 4th Year 1st Sem Syllabus for B.Tech R18 Regulation JNTUH scheme, visit <a class=\"rank-math-link\" href=\"..\/it-4th-year-1st-sem-syllabus-for-btech-r18-regulation-jntuh\">Information Technology 4th Year 1st Sem R18 Scheme<\/a>. <\/p>\n<p align=\"justify\">For all the (Open Elective-2) subjects refer to <a class=\"rank-math-link\" href=\"..\/it-4th-year-1st-sem-open-elective-2-syllabus-for-btech-r18-regulation-jntuh\">Open Elective-2 Scheme<\/a>. The detail syllabus for artificial intelligence is as follows.  <\/p>\n<h4>Prerequisites:<\/h4>\n<ol>\n<li>A course on Computer Programming and Data Structures.<\/li>\n<li>A course on Advanced Data Structures.<\/li>\n<li>A course on Design and Analysis of Algorithms.<\/li>\n<li>A course on Mathematical Foundations of Computer Science.<\/li>\n<li>Some background in linear algebra, data structures and algorithms, and probability will all be helpful.<\/li>\n<\/ol>\n<h4>Course Objective:<\/h4>\n<p id=\"istudy\" style=\"text-align:center\">For the complete syllabus, results, class timetable, and many other features kindly download the <a class=\"rank-math-link\" href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" target=\"_blank\" rel=\"noopener\">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 class=\"rank-math-link\" href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy&amp;pcampaignid=pcampaignidMKT-Other-global-all-co-prtnr-py-PartBadge-Mar2515-1\" target=\"_blank\" rel=\"noopener\"><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 Outcome:<\/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 &#8211; I<\/h4>\n<p>  Problem Solving by Search-I: Introduction to AI, Intelligent Agents Problem Solving by Search -II: Problem-Solving Agents, Searching for Solutions, Uninformed Search Strategies: Breadth-first search, Uniform cost search, Depth-first search, Iterative deepening Depth-first search, Bidirectional search, Informed (Heuristic) Search Strategies: Greedy best-first search, A* search, Heuristic Functions, Beyond Classical Search: Hill-climbing search, Simulated annealing search, Local Search in Continuous Spaces, Searching with Non-Deterministic Actions, Searching wih Partial Observations, Online Search Agents and Unknown Environment .<\/p>\n<h4>Unit &#8211; II<\/h4>\n<p id=\"istudy\" style=\"text-align:center\">For the complete syllabus, results, class timetable, and many other features kindly download the <a class=\"rank-math-link\" href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" target=\"_blank\" rel=\"noopener\">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 class=\"rank-math-link\" href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy&amp;pcampaignid=pcampaignidMKT-Other-global-all-co-prtnr-py-PartBadge-Mar2515-1\" target=\"_blank\" rel=\"noopener\"><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 &#8211; 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 &#8211; IV<\/h4>\n<p>  Planning Classical Planning: Definition of Classical Planning, Algorithms for Planning with State-Space Search, Planning Graphs, other Classical Planning Approaches, Analysis of Planning approaches. Planning and Acting in the Real World: Time, Schedules, and Resources, Hierarchical Planning, Planning and Acting in Nondeterministic Domains, Multi agent Planning.<\/p>\n<h4>Unit &#8211; V<\/h4>\n<p id=\"istudy\" style=\"text-align:center\">For the complete syllabus, results, class timetable, and many other features kindly download the <a class=\"rank-math-link\" href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" target=\"_blank\" rel=\"noopener\">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 class=\"rank-math-link\" href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy&amp;pcampaignid=pcampaignidMKT-Other-global-all-co-prtnr-py-PartBadge-Mar2515-1\" target=\"_blank\" rel=\"noopener\"><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>Text Books:<\/h4>\n<ol>\n<li>Artificial Intelligence A Modern Approach, Third Edition, Stuart Russell and Peter Norvig, 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 class=\"rank-math-link\" href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" target=\"_blank\" rel=\"noopener\">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 class=\"rank-math-link\" href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy&amp;pcampaignid=pcampaignidMKT-Other-global-all-co-prtnr-py-PartBadge-Mar2515-1\" target=\"_blank\" rel=\"noopener\"><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 B.Tech Information Technology 4th Year 1st Sem , visit <a class=\"rank-math-link\" href=\"..\/category\/it\">IT 4th Year 1st Sem syllabus<\/a> subjects.<\/p>\n<p align=\"justify\">For B.Tech Information Technology (IT) 4th  Year results, visit <a class=\"rank-math-link\" href=\"https:\/\/www.inspirenignite.com\/jntuh\/jntuh-b-tech-results\/\">JNTUH B.Tech Information Technology semester results<\/a> direct link.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Artificial Intelligence detailed syllabus for Information Technology (IT), R18 regulation has been taken from the JNTUHs official website and presented for the students of B.Tech Information Technology branch affiliated to [&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":[114],"tags":[],"class_list":["post-29478","post","type-post","status-publish","format-standard","hentry","category-it"],"_links":{"self":[{"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/posts\/29478","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/users\/2344"}],"replies":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/comments?post=29478"}],"version-history":[{"count":0,"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/posts\/29478\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/media?parent=29478"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/categories?post=29478"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/tags?post=29478"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}