{"id":4535,"date":"2020-02-08T06:01:26","date_gmt":"2020-02-08T06:01:26","guid":{"rendered":"https:\/\/www.inspirenignite.com\/up\/datawarehousing-data-mining-cse-6th-sem-syllabus-for-aktu-b-tech-2019-20-scheme-departmental-elective-2\/"},"modified":"2020-02-08T06:01:26","modified_gmt":"2020-02-08T06:01:26","slug":"datawarehousing-data-mining-cse-6th-sem-syllabus-for-aktu-b-tech-2019-20-scheme-departmental-elective-2","status":"publish","type":"post","link":"https:\/\/www.inspirenignite.com\/up\/datawarehousing-data-mining-cse-6th-sem-syllabus-for-aktu-b-tech-2019-20-scheme-departmental-elective-2\/","title":{"rendered":"Datawarehousing & Data Mining CSE 6th Sem Syllabus for AKTU B.Tech 2019-20 Scheme (Departmental Elective-2)"},"content":{"rendered":"

Datawarehousing & Data Mining detail syllabus for Computer Science Engineering (CSE), 2019-20 scheme is taken from AKTU<\/a> official website and presented for AKTU students. The course code (RIT-E22), and for exam duration, Teaching Hr\/Week, Practical Hr\/Week, Total Marks, internal marks, theory marks, and credits do visit complete sem subjects post given below.<\/p>\n

For all other cse 6th sem syllabus for b.tech 2019-20 scheme aktu you can visit CSE 6th Sem syllabus for B.Tech 2019-20 Scheme AKTU Subjects<\/a>. For all other Departmental Elective-2 subjects do refer to Departmental Elective-2<\/a>. The detail syllabus for datawarehousing & data mining is as follows.<\/p>\n

Unit I<\/h4>\n

For the complete syllabus, results, class timetable and more kindly download iStudy<\/a>. It’s a lightweight, easy to use, no images, no pdfs platform to make student’s life easier.<\/b><\/p>\n

Unit II<\/h4>\n

Data Warehouse Process and Technology: Warehousing Strategy, Warehouse \/management and Support Processes, Warehouse Planning and Implementation, Hardware and Operating Systems for Data Warehousing, Client\/Server Computing Model & Data Warehousing. Parallel Processors & Cluster Systems, Distributed DBMS implementations, Warehousing Software, Warehouse Schema Design,\n<\/p>\n

Unit III<\/h4>\n

Data Mining: Overview, Motivation, Definition & Functionalities, Data Processing, Form of Data Pre-processing, Data Cleaning: Missing Values, Noisy Data, (Binning, Clustering, Regression, Computer and Human inspection), Inconsistent Data, Data Integration and Transformation. Data Reduction:-Data Cube Aggregation, Dimensionality reduction, Data Compression, Numerosity Reduction, Discretization and Concept hierarchy generation, Decision Tree.\n<\/p>\n

Unit IV<\/h4>\n

For the complete syllabus, results, class timetable and more kindly download iStudy<\/a>. It’s a lightweight, easy to use, no images, no pdfs platform to make student’s life easier.<\/b><\/p>\n

Unit V<\/h4>\n

Data Visualization and Overall Perspective: Aggregation, Historical information, Query Facility, OLAP function and Tools. OLAP Servers, ROLAP, MOLAP, HOLAP, Data Mining interface, Security, Backup and Recovery, Tuning Data Warehouse, Testing Data Warehouse. Warehousing applications and Recent Trends: Types of Warehousing Applications, Web Mining, Spatial Mining and Temporal Mining\n<\/p>\n

Reference Books:<\/h4>\n
    \n
  1. Alex Berson, Stephen J. Smith \u201cData Warehousing, Data-Mining & OLAP\u201d, TMH<\/li>\n
  2. Mark Humphries, Michael W. Hawkins, Michelle C. Dy, \u201c Data Warehousing: Architecture and Implementation\u201d, Pearson<\/li>\n
  3. I. Singh, Data Mining and Warehousing, Khanna Publishing House<\/li>\n
  4. Margaret H. Dunham, S. Sridhar,\u201dData Mining:Introductory and Advanced Topics\u201d Pearson Education<\/li>\n
  5. Arun K. Pujari, \u201cData Mining Techniques\u201d Universities Press<\/li>\n
  6. Pieter Adriaans, Dolf Zantinge, \u201cData-Mining\u201d, Pearson Education .<\/li>\n<\/li>\n<\/ol>\n

    For detail syllabus of all other subjects of B.Tech Cse, 2019-20 regulation do visit Cse 6th Sem syllabus for 2019-20 Regulation<\/a>.<\/p>\n

    Don’t forget to download iStudy<\/a> for the latest syllabus, results, class timetable and more.<\/p>\n","protected":false},"excerpt":{"rendered":"

    Datawarehousing & Data Mining detail syllabus for Computer Science Engineering (CSE), 2019-20 scheme is taken from AKTU official website and presented for AKTU students. The course code (RIT-E22), and for […]<\/p>\n","protected":false},"author":2300,"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":[49],"tags":[],"class_list":["post-4535","post","type-post","status-publish","format-standard","hentry","category-cse"],"_links":{"self":[{"href":"https:\/\/www.inspirenignite.com\/up\/wp-json\/wp\/v2\/posts\/4535","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.inspirenignite.com\/up\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.inspirenignite.com\/up\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/up\/wp-json\/wp\/v2\/users\/2300"}],"replies":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/up\/wp-json\/wp\/v2\/comments?post=4535"}],"version-history":[{"count":0,"href":"https:\/\/www.inspirenignite.com\/up\/wp-json\/wp\/v2\/posts\/4535\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.inspirenignite.com\/up\/wp-json\/wp\/v2\/media?parent=4535"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/up\/wp-json\/wp\/v2\/categories?post=4535"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/up\/wp-json\/wp\/v2\/tags?post=4535"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}