{"id":59488,"date":"2023-09-06T07:55:44","date_gmt":"2023-09-06T07:55:44","guid":{"rendered":"https:\/\/www.inspirenignite.com\/anna-university\/bi3015-big-data-analysis-syllabus-for-bbe-2021-regulation-professional-elective-iv\/"},"modified":"2023-09-06T07:55:44","modified_gmt":"2023-09-06T07:55:44","slug":"bi3015-big-data-analysis-syllabus-for-bbe-2021-regulation-professional-elective-iv","status":"publish","type":"post","link":"https:\/\/www.inspirenignite.com\/anna-university\/bi3015-big-data-analysis-syllabus-for-bbe-2021-regulation-professional-elective-iv\/","title":{"rendered":"BI3015: Big Data Analysis syllabus for BBE 2021 regulation (Professional Elective-IV)"},"content":{"rendered":"<p align=\"justify\">Big Data Analysis detailed syllabus for Biotechnology &amp; Biochemical Engineering (BBE) 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 Universities<\/a> official website and presented for the BBE 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 Biotechnology &amp; Biochemical Engineering 6th Sem scheme and its subjects, do visit <a class=\"rank-math-link\" href=\"..\/bbe-6th-sem-syllabus-2021-regulation\">BBE 6th Sem 2021 regulation scheme<\/a>. For Professional Elective-IV scheme and its subjects refer to <a class=\"rank-math-link\" href=\"..\/professional-elective-iv-syllabus-for-bbe-2021-regulation\">BBE Professional Elective-IV syllabus scheme<\/a>. The detailed syllabus of big data analysis is as follows. <\/p>\n<p><h4>Course Objectives:<\/h4>\n<h4 id=\"istudy\" style=\"text-align:center\"><a class=\"rank-math-link\" href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" style=\"color: inherit\" target=\"_blank\" rel=\"noopener\">Download the iStudy App for all syllabus and other updates.<\/a><br \/><a class=\"rank-math-link\" href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy&amp;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;text-align:center\"><\/a><\/h4>\n<p><h4>Unit I<\/h4>\n<p><strong>INTRODUCTION\t9<\/strong><br \/>\nBig data analytics overview, Data life cycle, Traditional Data mining Life cycle, CRISP, Big Data life cycle methodologies\n<\/p>\n<p><h4>Unit II<\/h4>\n<p><strong>DATA EXPLORATION AND VISUALIZATION\t9<\/strong><br \/>\nProblem Definition, Data Collection, Data Pre-processing, Data Cleaning &#8211; Homogenization, Heterogenization, Summarizing data, Data Exploration and Visualization\n<\/p>\n<p><h4>Unit III<\/h4>\n<h4 id=\"istudy\" style=\"text-align:center\"><a class=\"rank-math-link\" href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" style=\"color: inherit\" target=\"_blank\" rel=\"noopener\">Download the iStudy App for all syllabus and other updates.<\/a><br \/><a class=\"rank-math-link\" href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy&amp;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;text-align:center\"><\/a><\/h4>\n<p><h4>Unit IV<\/h4>\n<p>CHARTS &amp; GRAPHS\t9<br \/>\nDevelop pie chart, 3D pie chart, Histograms, Bar chart, Group bar chart, Stacked Bar chart, Line graph, Multiline graph and Box plot.\n<\/p>\n<p><h4>Unit V<\/h4>\n<p><strong>BIG DATA ANALYTICS FOR HEALTH CARE\t9<\/strong><br \/>\nBig data analytics in bioinformatics, Health care, Data mining using RNA seq data, Text mining on complex biomedical literature, Biological sequence motifs and patterns.\n<\/p>\n<p><h4>Course Outcomes:<\/h4>\n<p>The students will be able to<\/p>\n<ol>\n<li>Know various types of big data platform and cloud computing model.<\/li>\n<li>Understand the fundamentals of big data technologies<\/li>\n<li>Apply the big data tools and software in handling the biological data.<\/li>\n<li>Evaluate variety of big data analytics tools.<\/li>\n<li>Explore use of R platform for biological big data analysis.<\/li>\n<li>Design and develop Biological models based on big data techniques.<\/li>\n<\/ol>\n<p><h4>Text Books:<\/h4>\n<h4 id=\"istudy\" style=\"text-align:center\"><a class=\"rank-math-link\" href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" style=\"color: inherit\" target=\"_blank\" rel=\"noopener\">Download the iStudy App for all syllabus and other updates.<\/a><br \/><a class=\"rank-math-link\" href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy&amp;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;text-align:center\"><\/a><\/h4>\n<p><h4>Reference Books:<\/h4>\n<ol>\n<li>Mark Gardener. Beginning R: The Statistical Programming Language. John Wiley &amp; Sons, 2012.<\/li>\n<li>Avril Coghlan, A Little Book of R For Bioinformatics, Release 0.1, 2017<\/li>\n<li>Robert Gentleman, R Programming for Bioinformatics, CRC press, Taylor &amp; Francis,2008<\/li>\n<\/li>\n<\/ol>\n<p align=\"justify\">For detailed syllabus of all the other subjects of Biotechnology &amp; Biochemical Engineering 6th Sem, visit <a class=\"rank-math-link\" href=\"..\/category\/bbe+6th-sem\">BBE 6th Sem subject syllabuses for 2021 regulation<\/a>. <\/p>\n<p align=\"justify\">For all Biotechnology &amp; Biochemical Engineering results, visit <a class=\"rank-math-link\" href=\"https:\/\/www.inspirenignite.com\/anna-university\/anna-university-results\/\">Anna University BBE all semester results<\/a> direct link. <\/p>\n","protected":false},"excerpt":{"rendered":"<p>Big Data Analysis detailed syllabus for Biotechnology &amp; Biochemical Engineering (BBE) for 2021 regulation curriculum has been taken from the Anna Universities official website and presented for the BBE 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":[154],"tags":[],"class_list":["post-59488","post","type-post","status-publish","format-standard","hentry","category-bbe"],"_links":{"self":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/59488","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=59488"}],"version-history":[{"count":0,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/59488\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/media?parent=59488"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/categories?post=59488"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/tags?post=59488"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}