{"id":493,"date":"2021-09-01T20:59:13","date_gmt":"2021-09-01T20:59:13","guid":{"rendered":"https:\/\/itgeeks.in\/home\/?p=493"},"modified":"2021-09-01T21:00:19","modified_gmt":"2021-09-01T21:00:19","slug":"2k6it-705a-data-mining-and-data-warehousing","status":"publish","type":"post","link":"https:\/\/itgeeks.in\/home\/?p=493","title":{"rendered":"2K6IT 705(A): DATA MINING AND DATA WAREHOUSING"},"content":{"rendered":"\n<p><strong>Module I (12 hours)<\/strong><br>Introduction to warehousing, Need for strategic information,evolution of decision support systems, dataware house environment, modelling a datawarehouse, granularity in the dataware house, dataware house lifecycle, building a datawarehouse, Online Analytical Processing.<br><strong>Module II (12 hours)<\/strong><br>Data Mining, demands, potential and major issues, classification of datamining techniques,discovery and analysis of patterns trends and deviations.Data Mining Primitives, Data Mining Query Languages, Designing Graphical User Interfaces Based on a Data Mining Query Language Architectures of Data Mining Systems.<br><strong>Module III (12 hours)<\/strong><br>DataMining models,Decision Trees,Genetic Algorithms,Neural networks,Back Propagation,data cleaning,enabling data mining through data warehouse.DataMining applications.<br><strong>Module IV (12 hours)<\/strong><br>Mining Complex Types of Data: Multidimensional Analysis and Descriptive Mining of Complex, Data Objects, Mining Spatial Databases, Mining Multimedia Databases, Mining Time-Series and Sequence Data, Mining Text Databases, Mining the World Wide Web.<\/p>\n\n\n\n<p><strong>Text books<\/strong><br>1.\u00a0<a href=\"https:\/\/itgeeks.in\/home\/?p=494\">Data Mining \u2013 Concepts and Techniques &#8211; JIAWEI HAN &amp; MICHELINE KAMBER , Harcourt India.<\/a><br>2. Data ware housing in the realworld-Anahory and Murray,Addition Wesley<br><strong>Reference books<\/strong><br>1.<a href=\"https:\/\/itgeeks.in\/home\/?p=496\"> Data Mining Introductory and advanced topics \u2013MARGARET H DUNHAM, PEARSON EDUCATION<\/a><br>2. <a href=\"https:\/\/itgeeks.in\/home\/?p=498\">Data Mining Techniques \u2013 ARUN K PUJARI, University Press<\/a><\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/itgeeks.in\/home\/?p=202\">Download<\/a><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Module I (12 hours)Introduction to warehousing, Need for strategic information,evolution of decision support systems, dataware house environment, modelling a datawarehouse,<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[27,22,9,8],"tags":[7],"class_list":["post-493","post","type-post","status-publish","format-standard","hentry","category-ku-s7-it","category-ku-syb-s7","category-ku-syllabus","category-syllabus","tag-kannur-university"],"_links":{"self":[{"href":"https:\/\/itgeeks.in\/home\/index.php?rest_route=\/wp\/v2\/posts\/493","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/itgeeks.in\/home\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/itgeeks.in\/home\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/itgeeks.in\/home\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/itgeeks.in\/home\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=493"}],"version-history":[{"count":4,"href":"https:\/\/itgeeks.in\/home\/index.php?rest_route=\/wp\/v2\/posts\/493\/revisions"}],"predecessor-version":[{"id":503,"href":"https:\/\/itgeeks.in\/home\/index.php?rest_route=\/wp\/v2\/posts\/493\/revisions\/503"}],"wp:attachment":[{"href":"https:\/\/itgeeks.in\/home\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=493"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/itgeeks.in\/home\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=493"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/itgeeks.in\/home\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=493"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}