{"id":17225,"date":"2020-09-09T08:33:18","date_gmt":"2020-09-09T08:33:18","guid":{"rendered":"https:\/\/www.inspirenignite.com\/mh\/ce705-natural-language-processing-nlp-syllabus-for-ce-7th-sem-2017-18-dbatu-elective-x\/"},"modified":"2020-09-09T08:33:18","modified_gmt":"2020-09-09T08:33:18","slug":"ce705-natural-language-processing-nlp-syllabus-for-ce-7th-sem-2017-18-dbatu-elective-x","status":"publish","type":"post","link":"https:\/\/www.inspirenignite.com\/mh\/ce705-natural-language-processing-nlp-syllabus-for-ce-7th-sem-2017-18-dbatu-elective-x\/","title":{"rendered":"CE705: Natural Language Processing (Nlp) Syllabus for CE 7th Sem 2017-18 DBATU (Elective-X)"},"content":{"rendered":"<p align=\"justify\">Natural Language Processing (Nlp) detailed syllabus scheme for Computer Engineering (CE), 2017-18 onwards has been taken from the <a href=\"https:\/\/dbatu.ac.in\/syllabus-and-course-structure-for-b-tech-programs\/\" style=\"color: inherit\" target=\"_blank\" rel=\"noopener\">DBATU<\/a> official website and presented for the Bachelor of Technology students. For Subject Code, Course Title, Lecutres, Tutorials, Practice, Credits, and other information, do visit full semester subjects post given below. <\/p>\n<p align=\"justify\">For 7th Sem Scheme of Computer Engineering (CE), 2017-18 Onwards, do visit <a href=\"dbatu-syllabus-for-computer-engineering-7th-sem-2017-18\">CE 7th Sem Scheme, 2017-18 Onwards<\/a>. For the Elective-X scheme of 7th Sem 2017-18 onwards, refer to <a href=\"elective-x-syllabus-scheme-for-computer-engineering-7th-sem-2017-18-dbatu\">CE 7th Sem Elective-X Scheme 2017-18 Onwards<\/a>. The detail syllabus for natural language processing (nlp) is as follows.<\/p>\n<h2 align=\"center\">Natural Language Processing (Nlp) Syllabus for Computer Engineering (CE) 4th Year 7th Sem 2017-18 DBATU<\/h2>\n<p>  <title>Natural Language Processing (NLP)<\/title><\/p>\n<h4>Course Objectives and Outcomes:<\/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\" target=\"_blank\" rel=\"noopener\">iStudy App<\/a><br \/><b> It is a lightweight, easy to use, no images, and no pdf 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\" 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 I<\/h4>\n<p>  Introduction, Machine Learning and NLP, ArgMax Computation, WSD: WordNet, Wordnet; Application in Query Expansion, Wiktionary; Semantic relatedness, Measures of WordNet Similarity, Similarity Measures, Resnick&#8217;s work on WordNet Similarity, Parsing Algorithms, Evidence for Deeper Structure.<\/p>\n<h4>Unit II<\/h4>\n<p>  Top Down Parsing Algorithms, Noun Structure; Top Down Parsing Algorithms, Non-noun Structure and Parsing Algorithms, Probabilistic parsing; sequence labeling, PCFG, Training issues; Arguments and Adjuncts, Probabilistic parsing; inside-outside probabilities, Speech: Phonetics, HMM, Morphology, Graphical Models for Sequence Labeling in NLP, Phonetics, Consonants (place and manner of articulation) and Vowels, Forward Backward probability.<\/p>\n<h4>Unit III<\/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\" target=\"_blank\" rel=\"noopener\">iStudy App<\/a><br \/><b> It is a lightweight, easy to use, no images, and no pdf 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\" 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>T. Siddiqui and U.S. Tiwary, Natural Language Processing and Information Retrieval, Oxford University Press, 2008.<\/li>\n<li>Steven Bird, Ewan Klein, Edward Loper, Natural Language Processing with Python: Analyzing Text with the Natural Language Toolkit, O&#8217;Reilly Media.<\/li>\n<\/ol>\n<h4>Reference Book:<\/h4>\n<ol>\n<li>James Allen, &#8220;Natural Language Understanding&#8221;, Second Edition, Benjamin\/Cumming, 1995.<\/li>\n<li>Charniack, Eugene, &#8220;Statistical Language Learning&#8221;, MIT Press, 1993.<\/li>\n<li>D. Jurafsky, and J. H. Martin, Speech and Language Processing: An Introduction to Natural Language Processing, Speech Recognition, and Computational Linguistics, Prentice-Hall, 2000.<\/li>\n<li>Manning, Christopher and Heinrich, Schutze, &#8220;Foundations of Statistical Natural Language Processing&#8221;, MIT Press, 1999.<\/li>\n<\/ol>\n<p align=\"justify\">For detail syllabus of all subjects of Computer Engineering (CE) 7th Sem 2017-18 onwards, visit <a href=\"..\/category\/dbatu\/7th-sem-dbatu\">CE 7th Sem Subjects <\/a>of 2017-18 Onwards.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Natural Language Processing (Nlp) detailed syllabus scheme for Computer Engineering (CE), 2017-18 onwards has been taken from the DBATU official website and presented for the Bachelor of Technology students. For [&hellip;]<\/p>\n","protected":false},"author":2351,"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":[105],"tags":[],"class_list":["post-17225","post","type-post","status-publish","format-standard","hentry","category-ce-dbatu"],"_links":{"self":[{"href":"https:\/\/www.inspirenignite.com\/mh\/wp-json\/wp\/v2\/posts\/17225","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.inspirenignite.com\/mh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.inspirenignite.com\/mh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/mh\/wp-json\/wp\/v2\/users\/2351"}],"replies":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/mh\/wp-json\/wp\/v2\/comments?post=17225"}],"version-history":[{"count":0,"href":"https:\/\/www.inspirenignite.com\/mh\/wp-json\/wp\/v2\/posts\/17225\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.inspirenignite.com\/mh\/wp-json\/wp\/v2\/media?parent=17225"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/mh\/wp-json\/wp\/v2\/categories?post=17225"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/mh\/wp-json\/wp\/v2\/tags?post=17225"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}