{"id":8041,"date":"2019-12-15T03:41:06","date_gmt":"2019-12-15T03:41:06","guid":{"rendered":"https:\/\/www.inspirenignite.com\/vtu\/data-mining-and-data-warehousing-cse-6th-sem-syllabus-for-vtu-be-2017-scheme-professional-elective-2\/"},"modified":"2019-12-15T03:41:06","modified_gmt":"2019-12-15T03:41:06","slug":"data-mining-and-data-warehousing-cse-6th-sem-syllabus-for-vtu-be-2017-scheme-professional-elective-2","status":"publish","type":"post","link":"https:\/\/www.inspirenignite.com\/vtu\/data-mining-and-data-warehousing-cse-6th-sem-syllabus-for-vtu-be-2017-scheme-professional-elective-2\/","title":{"rendered":"Data Mining and Data Warehousing CSE 6th Sem Syllabus for VTU BE 2017 Scheme (Professional Elective-2)"},"content":{"rendered":"<p>Data Mining and Data Warehousing detail syllabus for Computer Science &amp; Engineering (CSE), 2017 scheme is taken from <a href=\"https:\/\/vtu.ac.in\/b-e-scheme-syllabus\/\" target=\"_blank\" rel=\"noopener\">VTU<\/a> official website and presented for VTU students. The course code (17CS651), and for exam duration, Teaching Hr\/week, Practical Hr\/week, Total Marks, internal marks, theory marks, duration and credits do visit complete sem subjects post given below.<\/p>\n<p>For all other cse 6th sem syllabus for be 2017 scheme vtu you can visit <a href=\"..\/cse-6th-sem-syllabus-for-be-2017-scheme-vtu\">CSE 6th Sem syllabus for BE 2017 Scheme VTU Subjects<\/a>. For all other Professional Elective-2 subjects do refer to <a href=\"..\/professional-elective-2-cse-6th-sem-syllabus-for-vtu-be-2017-scheme\">Professional Elective-2<\/a>. The detail syllabus for data mining and data warehousing is as follows.<\/p>\n<p><h4>Module 1<\/h4>\n<p>Data Warehousing&amp;modeling: Basic Concepts: Data Warehousing: A multitier Architecture, Data warehouse models: Enterprise warehouse, Data mart and virtual warehouse, Extraction, Transformation and loading, Data Cube: A multidimensional data model, Stars, Snowflakes and Fact constellations: Schemas for multidimensional Data models, Dimensions: The role of concept Hierarchies, Measures: Their Categorization and computation, Typical OLAP Operations.\n<\/p>\n<p><h4>Module 2<\/h4>\n<p>For complete syllabus and results, class timetable and more pls <a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" target=\"_blank\" rel=\"noopener\">download iStudy<\/a>. Its a light weight, easy to use, no images, no pdfs platform to make students life easier.<\/p>\n<p><h4>Module 3<\/h4>\n<p>Association Analysis: Association Analysis: Problem Definition, Frequent Item set Generation, Rule generation. Alternative Methods for Generating Frequent Item sets, FP-Growth Algorithm, Evaluation of Association Patterns.\n<\/p>\n<p><h4>Module 4<\/h4>\n<p>Classification :Decision Trees Induction, Method for Comparing Classifiers, Rule Based Classifiers, Nearest Neighbor Classifiers, Bayesian Classifiers.\n<\/p>\n<p><h4>Module 5<\/h4>\n<p>For complete syllabus and results, class timetable and more pls <a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" target=\"_blank\" rel=\"noopener\">download iStudy<\/a>. Its a light weight, easy to use, no images, no pdfs platform to make students life easier.<\/p>\n<p><h4>Course Outcomes:<\/h4>\n<p> The students should be able to:\t\t\t\t<\/p>\n<ul>\n<li>Understands data mining problems and implement the data warehouse \tDemonstrate the association rules for a given data pattern. \tDiscuss between classification and clustering solution.<\/li>\n<\/ul>\n<p><h4>Question paper pattern:<\/h4>\n<ul>\n<li>The question paper will have TEN questions.<\/li>\n<li>There will be TWO questions from each module.<\/li>\n<li>Each question will have questions covering all the topics under a module.<\/li>\n<li>The students will have to answer FIVE full questions, selecting ONE full question from each module.<\/li>\n<\/ul>\n<p><h4>Text Books:<\/h4>\n<ol>\n<li>Pang-Ning Tan, Michael Steinbach, Vipin Kumar: Introduction to Data Mining, Pearson, First impression, 2014.<\/li>\n<li>Jiawei Han, MichelineKamber, Jian Pei: Data Mining -Concepts and Techniques, 3rd Edition, Morgan Kaufmann Publisher, 2012.<\/li>\n<\/ol>\n<p><h4>Reference Books:<\/h4>\n<ol>\n<li>Sam Anahory, Dennis Murray: Data Warehousing in the Real World, Pearson, Tenth Impression, 2012.<\/li>\n<li>Michael.J.Berry, Gordon.S.Linoff: Mastering Data Mining,  Wiley Edition, second edtion, 2012.<\/li>\n<\/li>\n<\/ol>\n<p>For detail syllabus of all other subjects of BE Cse, 2017 regulation do visit <a href=\"..\/category\/cse+6th-sem\">Cse 6th Sem syllabus for 2017 Regulation<\/a>.<\/p>\n<p>Dont forget to <a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" target=\"_blank\" rel=\"noopener\">download iStudy<\/a> for latest syllabus and results, class timetable and more.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Data Mining and Data Warehousing detail syllabus for Computer Science &amp; Engineering (CSE), 2017 scheme is taken from VTU official website and presented for VTU students. The course code (17CS651), [&hellip;]<\/p>\n","protected":false},"author":2298,"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":[6],"tags":[],"class_list":["post-8041","post","type-post","status-publish","format-standard","hentry","category-cse"],"_links":{"self":[{"href":"https:\/\/www.inspirenignite.com\/vtu\/wp-json\/wp\/v2\/posts\/8041","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.inspirenignite.com\/vtu\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.inspirenignite.com\/vtu\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/vtu\/wp-json\/wp\/v2\/users\/2298"}],"replies":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/vtu\/wp-json\/wp\/v2\/comments?post=8041"}],"version-history":[{"count":0,"href":"https:\/\/www.inspirenignite.com\/vtu\/wp-json\/wp\/v2\/posts\/8041\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.inspirenignite.com\/vtu\/wp-json\/wp\/v2\/media?parent=8041"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/vtu\/wp-json\/wp\/v2\/categories?post=8041"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/vtu\/wp-json\/wp\/v2\/tags?post=8041"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}