{"id":17205,"date":"2020-09-09T08:33:09","date_gmt":"2020-09-09T08:33:09","guid":{"rendered":"https:\/\/www.inspirenignite.com\/mh\/ce504b-introduction-to-data-analytics-syllabus-for-ce-5th-sem-2017-18-dbatu-elective-iv\/"},"modified":"2020-09-09T08:33:09","modified_gmt":"2020-09-09T08:33:09","slug":"ce504b-introduction-to-data-analytics-syllabus-for-ce-5th-sem-2017-18-dbatu-elective-iv","status":"publish","type":"post","link":"https:\/\/www.inspirenignite.com\/mh\/ce504b-introduction-to-data-analytics-syllabus-for-ce-5th-sem-2017-18-dbatu-elective-iv\/","title":{"rendered":"CE504B: Introduction To Data Analytics Syllabus for CE 5th Sem 2017-18 DBATU (Elective-IV)"},"content":{"rendered":"

Introduction To Data Analytics detailed syllabus scheme for Computer Engineering (CE), 2017-18 onwards has been taken from the 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

For 5th Sem Scheme of Computer Engineering (CE), 2017-18 Onwards, do visit CE 5th Sem Scheme, 2017-18 Onwards<\/a>. For the Elective-IV scheme of 5th Sem 2017-18 onwards, refer to CE 5th Sem Elective-IV Scheme 2017-18 Onwards<\/a>. The detail syllabus for introduction to data analytics is as follows.<\/p>\n

Introduction To Data Analytics Syllabus for Computer Engineering (CE) 3rd Year 5th Sem 2017-18 DBATU<\/h2>\n

Introduction to Data Analytics<\/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’s lives easier.<\/b><br \/><a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy&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>Detailed Contents:<\/h4>\n<p> <strong>Descriptive Statistics:<\/strong><br \/>\n Ensemble Methods: Random Forest, Neural Networks, Deep learning.<br \/>\n Creating data for analytics through designed experiments, Creating data for analytics through Active learning, Creating data for analytics through Reinforcement learning.<\/p>\n<h4>Reference Book:<\/h4>\n<ol>\n<li>Michael Milton, Head First Data Analysis A learner’s guide to big numbers, statistics, and good decisions, O’Reilly Media.<\/li>\n<li>Hastie, Trevor, et al., The elements of statistical learning. Vol. 2 . No . 1 , New York: Springer.<\/li>\n<li>Montgomery, Douglas C., and George C. Runger, Applied statistics and probability for engineers, John Wiley and Sons.<\/li>\n<li>Anil Maheshwari, Data Analytics, McGraw-Hill Publication.<\/li>\n<li>EMC Education Services, Data Science and Big Data Analytics: Discovering, Analyzing, Visualizing and Presenting Data, Wiley Publication.<\/li>\n<li>Philipp K. Janert, Data Analysis with Open Source Tools A Hands-On Guide for Programmers and Data Scientists, O’Reilly Media.<\/li>\n<\/ol>\n<p align=\"justify\">For detail syllabus of all subjects of Computer Engineering (CE) 5th Sem 2017-18 onwards, visit <a href=\"..\/category\/dbatu\/5th-sem-dbatu\">CE 5th Sem Subjects <\/a>of 2017-18 Onwards.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Introduction To Data Analytics 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 […]<\/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-17205","post","type-post","status-publish","format-standard","hentry","category-ce-dbatu"],"_links":{"self":[{"href":"https:\/\/www.inspirenignite.com\/mh\/wp-json\/wp\/v2\/posts\/17205","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=17205"}],"version-history":[{"count":0,"href":"https:\/\/www.inspirenignite.com\/mh\/wp-json\/wp\/v2\/posts\/17205\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.inspirenignite.com\/mh\/wp-json\/wp\/v2\/media?parent=17205"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/mh\/wp-json\/wp\/v2\/categories?post=17205"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/mh\/wp-json\/wp\/v2\/tags?post=17205"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}