{"id":55877,"date":"2023-08-28T16:10:16","date_gmt":"2023-08-28T16:10:16","guid":{"rendered":"https:\/\/www.inspirenignite.com\/anna-university\/cw3002-conversational-systems-syllabus-for-csbs-2021-regulation-professional-elective-vi\/"},"modified":"2023-08-28T16:10:16","modified_gmt":"2023-08-28T16:10:16","slug":"cw3002-conversational-systems-syllabus-for-csbs-2021-regulation-professional-elective-vi","status":"publish","type":"post","link":"https:\/\/www.inspirenignite.com\/anna-university\/cw3002-conversational-systems-syllabus-for-csbs-2021-regulation-professional-elective-vi\/","title":{"rendered":"CW3002: Conversational Systems syllabus for CS&amp;BS 2021 regulation (Professional Elective-VI)"},"content":{"rendered":"<p align=\"justify\">Conversational Systems detailed syllabus for Computer Science &amp; Business Systems (CS&amp;BS) for 2021 regulation curriculum has been taken from the <a class=\"rank-math-link\" href=\"https:\/\/cac.annauniv.edu\/\" style=\"color: inherit\" target=\"_blank\" rel=\"noopener\">Anna Universities<\/a> official website and presented for the CS&amp;BS students. For course code, course name, number of credits for a course and other scheme related information,  do visit full semester subjects post given below. <\/p>\n<p align=\"justify\">For Computer Science &amp; Business Systems 6th Sem scheme and its subjects, do visit <a class=\"rank-math-link\" href=\"..\/cs-bs-6th-sem-syllabus-2021-regulation\">CS&amp;BS 6th Sem 2021 regulation scheme<\/a>. For Professional Elective-VI scheme and its subjects refer to <a class=\"rank-math-link\" href=\"..\/professional-elective-vi-syllabus-for-cs-bs-2021-regulation\">CS&amp;BS Professional Elective-VI syllabus scheme<\/a>. The detailed syllabus of conversational systems is as follows. <\/p>\n<p><h4>Course Objectives:<\/h4>\n<h4 id=\"istudy\" style=\"text-align:center\"><a class=\"rank-math-link\" href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" style=\"color: inherit\" target=\"_blank\" rel=\"noopener\">Download the iStudy App for all syllabus and other updates.<\/a><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;text-align:center\"><\/a><\/h4>\n<p><h4>Unit I<\/h4>\n<p>FUNDAMENTALS OF CONVERSATIONAL SYSTEMS<br \/>\nIntroduction: Overview, Case studies, Explanation about different modes of engagement for a human being, History and impact of AI. Underlying technologies: Natural Language Processing, Artificial Intelligence and Machine Learning, NLG, Speech-To-Text, Text-To-Speech, Computer Vision etc. Introduction to Top players in Market &#8211; Google, MS, Amazon &amp;Market trends. Messaging Platforms (Facebook, WhatsApp) and Smart speakers &#8211; Alexa, Google Home and other new channels. Ethical and Legal Considerations in AI Overview.\n<\/p>\n<p><h4>Unit II<\/h4>\n<p>FOUNDATIONAL BLOCKS FOR PROGRAMMING AND NATURAL LANGUAGE PROCESSING<br \/>\nIntroduction: Brief history, Basic Concepts, Phases of NLP, Application of chat bots etc. General chatbot architecture, Basic concepts in chatbots: Intents, Entities, Utterances, Variables and Slots, Fulfillment. Lexical Knowledge Networks (WordNet, Verbnet, PropBank, etc). Lexical Analysis, Part-of-Speech Tagging, Parsing\/Syntactic analysis, Semantic Analysis, Word Sense Disambiguation. Information Extraction, Sentiment Analysis.\n<\/p>\n<p><h4>Unit III<\/h4>\n<h4 id=\"istudy\" style=\"text-align:center\"><a class=\"rank-math-link\" href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" style=\"color: inherit\" target=\"_blank\" rel=\"noopener\">Download the iStudy App for all syllabus and other updates.<\/a><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;text-align:center\"><\/a><\/h4>\n<p><h4>Unit IV<\/h4>\n<p>ROLE OF ML\/AI IN CONVERSATIONAL TECHNOLOGIES AND CONTACT CENTERS<br \/>\nBrief Understanding on how Conversational Systems uses ML technologies in ASR, NLP, Advanced Dialog management, Language Translation, Emotion\/Sentiment Analysis, Information extraction ,etc. to effectively converse, Introduction to Contact centers &#8211; Impact &amp; Terminologies.<br \/>\nCase studies &amp; Trends, How does a Virtual Agent\/Assistant fit in here?\n<\/p>\n<p><h4>Unit V<\/h4>\n<p>CONVERSATIONAL ANALYTICS AND FUTURE<br \/>\nConversation Analytics : The need of it &#8211; Introduction to Conversational Metrics &#8211; Summary, Robots and Sensory Applications overview &#8211; XR Technologies in Conversational Systems , XR-Commerce &#8211; What to expect next? &#8211; Future technologies and market innovations overview.\n<\/p>\n<p><h4>Course Outcomes:<\/h4>\n<ol>\n<li>Familiarize in the NLTK tool kit and the pre-processing techniques of natural language processing.<\/li>\n<li>Familiarize with the basic technologies required for building a conversational system.<\/li>\n<li>Build a Chabot for any application and deploy it<\/li>\n<li>Involve AI in building conversational system and build advanced systems that can be cognitively inclined towards human behaviour.<\/li>\n<li>Build a real time working conversational system for social domain that can intelligently process inputs and generate relevant replies.<\/li>\n<\/ol>\n<p><h4>Text Books:<\/h4>\n<h4 id=\"istudy\" style=\"text-align:center\"><a class=\"rank-math-link\" href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" style=\"color: inherit\" target=\"_blank\" rel=\"noopener\">Download the iStudy App for all syllabus and other updates.<\/a><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;text-align:center\"><\/a><\/h4>\n<p align=\"justify\">For detailed syllabus of all the other subjects of Computer Science &amp; Business Systems 6th Sem, visit <a class=\"rank-math-link\" href=\"..\/category\/cs-bs+6th-sem\">CS&amp;BS 6th Sem subject syllabuses for 2021 regulation<\/a>. <\/p>\n<p align=\"justify\">For all Computer Science &amp; Business Systems results, visit <a class=\"rank-math-link\" href=\"https:\/\/www.inspirenignite.com\/anna-university\/anna-university-results\/\">Anna University CS&amp;BS all semester results<\/a> direct link. <\/p>\n","protected":false},"excerpt":{"rendered":"<p>Conversational Systems detailed syllabus for Computer Science &amp; Business Systems (CS&amp;BS) for 2021 regulation curriculum has been taken from the Anna Universities official website and presented for the CS&amp;BS students. [&hellip;]<\/p>\n","protected":false},"author":2297,"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":[146],"tags":[],"class_list":["post-55877","post","type-post","status-publish","format-standard","hentry","category-csbs"],"_links":{"self":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/55877","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/users\/2297"}],"replies":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/comments?post=55877"}],"version-history":[{"count":0,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/55877\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/media?parent=55877"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/categories?post=55877"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/tags?post=55877"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}