{"id":57057,"date":"2023-08-31T03:17:14","date_gmt":"2023-08-31T03:17:14","guid":{"rendered":"https:\/\/www.inspirenignite.com\/anna-university\/im3711-data-analytics-laboratory-syllabus-for-iem-2021-regulation\/"},"modified":"2023-08-31T03:17:14","modified_gmt":"2023-08-31T03:17:14","slug":"im3711-data-analytics-laboratory-syllabus-for-iem-2021-regulation","status":"publish","type":"post","link":"https:\/\/www.inspirenignite.com\/anna-university\/im3711-data-analytics-laboratory-syllabus-for-iem-2021-regulation\/","title":{"rendered":"IM3711: Data Analytics Laboratory syllabus for IEM 2021 regulation"},"content":{"rendered":"<p align=\"justify\">Data Analytics Laboratory detailed syllabus for Industrial Engineering &amp; Management (IEM) for 2021 regulation curriculum has been taken from the <a class=\"rank-math-link\" href=\"https:\/\/cac.annauniv.edu\/\" style=\"color: inherit\" target=\"_blank\" rel=\"noopener\">Anna University<\/a> official website and presented for the IEM students. For course code, course name, number of credits for a course and other scheme related information,  do visit full semester subjects post given below. <\/p>\n<p align=\"justify\">For Industrial Engineering &amp; Management 7th Sem scheme and its subjects, do visit <a class=\"rank-math-link\" href=\"..\/iem-7th-sem-syllabus-2021-regulation\">IEM 7th Sem 2021 regulation scheme<\/a>. The detailed syllabus of data analytics laboratory is as follows. <\/p>\n<p><h4>Course Objectives:<\/h4>\n<p>This course aims to:<\/p>\n<ul>\n<li>Design a data analysis strategy that answers a hypothesis, including specifications for data elements, requirements of the statistic, and limitations to the interpretation.<\/li>\n<li>Understand how to select appropriate techniques<\/li>\n<li>Understand how to conduct a variety of statistical analyses, including testing of statistical assumptions, data transformations, and validation of statistical findings<\/li>\n<li>Understand how to interpret the results of statistical analyses.<\/li>\n<li>Understand how to present the results of statistical analyses.<\/li>\n<\/ul>\n<p><h4>Students Will Perform Analysis of Data in the Following Topics Using Data Analysis Package<\/h4>\n<ol>\n<li>Control Charts<\/li>\n<li>Correlation Analysis<\/li>\n<li>Simple Regression<\/li>\n<li>Multiple Regression<\/li>\n<li>Single factor Experiment<\/li>\n<li>Factorial experiment<\/li>\n<li>Factor Analysis<\/li>\n<li>Discriminant Analysis<\/li>\n<li>Cluster Analysis<\/li>\n<li>Estimation of model parameters of the system to predict Reliability<\/li>\n<\/ol>\n<p><h4>Course Outcomes:<\/h4>\n<p>Upon completion of the laboratory course, the students will<\/p>\n<ol>\n<li>Able to independently formulate, perform and assess hypothesis<\/li>\n<li>Able to select appropriate techniques<\/li>\n<li>Able to apply various data analysis techniques<\/li>\n<li>Able to interpret the results<\/li>\n<li>Able to present the results properly to extract meaningful information from data sets for effective decision making<\/li>\n<\/li>\n<\/ol>\n<p align=\"justify\">For detailed syllabus of all other subjects of Industrial Engineering &amp; Management, 2021 regulation curriculum do visit <a class=\"rank-math-link\" href=\"..\/category\/iem+7th-sem\">IEM 7th Sem subject syllabuses for 2021 regulation<\/a>. <\/p>\n<p align=\"justify\">For all Industrial Engineering &amp; Management results, visit <a class=\"rank-math-link\" href=\"https:\/\/www.inspirenignite.com\/anna-university\/anna-university-results\/\">Anna University IEM all semester results<\/a> direct link. <\/p>\n","protected":false},"excerpt":{"rendered":"<p>Data Analytics Laboratory detailed syllabus for Industrial Engineering &amp; Management (IEM) for 2021 regulation curriculum has been taken from the Anna University official website and presented for the IEM students. [&hellip;]<\/p>\n","protected":false},"author":2297,"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":[50,150],"tags":[],"class_list":["post-57057","post","type-post","status-publish","format-standard","hentry","category-7th-sem","category-iem"],"_links":{"self":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/57057","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/users\/2297"}],"replies":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/comments?post=57057"}],"version-history":[{"count":0,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/57057\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/media?parent=57057"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/categories?post=57057"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/tags?post=57057"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}