{"id":57380,"date":"2023-09-02T11:39:30","date_gmt":"2023-09-02T11:39:30","guid":{"rendered":"https:\/\/www.inspirenignite.com\/anna-university\/cie358-business-data-analytics-syllabus-for-iem-2021-regulation-professional-elective-iv\/"},"modified":"2023-09-02T11:39:30","modified_gmt":"2023-09-02T11:39:30","slug":"cie358-business-data-analytics-syllabus-for-iem-2021-regulation-professional-elective-iv","status":"publish","type":"post","link":"https:\/\/www.inspirenignite.com\/anna-university\/cie358-business-data-analytics-syllabus-for-iem-2021-regulation-professional-elective-iv\/","title":{"rendered":"CIE358: Business Data Analytics syllabus for IEM 2021 regulation (Professional Elective-IV)"},"content":{"rendered":"

Business Data Analytics detailed syllabus for Industrial Engineering & Management (IEM) for 2021 regulation curriculum has been taken from the Anna Universities<\/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

For Industrial Engineering & Management 5th Sem scheme and its subjects, do visit IEM 5th Sem 2021 regulation scheme<\/a>. For Professional Elective-IV scheme and its subjects refer to IEM Professional Elective-IV syllabus scheme<\/a>. The detailed syllabus of business data analytics is as follows. <\/p>\n

Course Objectives:<\/h4>\n

Download the iStudy App for all syllabus and other updates.<\/a>
\"Get<\/a><\/h4>\n

Unit I<\/h4>\n

OVERVIEW OF BUSINESS ANALYTICS\t9<\/strong>
\nIntroduction – Drivers for Business Analytics – Applications of Business Analytics: Marketing and Sales, Human Resource, Healthcare, Product Design, Service Design, Customer Service and Support – Skills Required for a Business Analyst – Framework for Business Analytics Life Cycle for Business Analytics Process.\n<\/p>\n

Unit II<\/h4>\n

ESSENTIALS OF BUSINESS ANALYTICS\t9<\/strong>
\nDescriptive Statistics – Using Data – Types of Data – Data Distribution Metrics: Frequency, Mean, Median, Mode, Range, Variance, Standard Deviation, Percentile, Quartile, z-Score, Covariance, Correlation – Data Visualization: Tables, Charts, Line Charts, Bar and Column Chart, Bubble Chart, Heat Map – Data Dashboards.\n<\/p>\n

Unit III<\/h4>\n

Download the iStudy App for all syllabus and other updates.<\/a>
\"Get<\/a><\/h4>\n

Unit IV<\/h4>\n

ANALYTICS USING HADOOP AND MAPREDUCEFRAM EWORK 9
\nIntroducing Hadoop – RDBMS versus Hadoop – Hadoop Overview – HDFS (Hadoop Distributed File System) – Processing Data with Hadoop – Introduction to MapReduce -Features of MapReduce – Algorithms Using Map-Reduce: Matrix-Vector Multiplication, Relational Algebra Operations, Grouping, and Aggregation – Extensions to MapReduce\n<\/p>\n

Unit V<\/h4>\n

OTHER DATA ANALYTICAL FRAMEWORKS\t9<\/strong>
\nOverview of Application Development Languages for Hadoop – PigLatin – Hive – Hive Query Language (HQL) – Introduction to Pentaho, JAQL – Introduction to Apache: Sqoop, Drill, and Spark, Cloudera Impala – Introduction to NoSQL Databases – Hbase and MongoDB.\n<\/p>\n

Course Outcomes:<\/h4>\n

On completion of the course, the student will be able to:<\/p>\n

    \n
  1. Identify the real world business problems and model with analytical solutions.<\/li>\n
  2. Solve analytical problem with relevant mathematics background knowledge.<\/li>\n
  3. Convert any real world decision making problem to hypothesis and apply suitable statistical testing.<\/li>\n
  4. Write and Demonstrate simple applications involving analytics using Hadoop and MapReduce<\/li>\n
  5. Use open source frameworks for modeling and storing data.<\/li>\n<\/ol>\n

    Reference Books:<\/h4>\n

    Download the iStudy App for all syllabus and other updates.<\/a>
    \"Get<\/a><\/h4>\n

    For detailed syllabus of all the other subjects of Industrial Engineering & Management 5th Sem, visit IEM 5th Sem subject syllabuses for 2021 regulation<\/a>. <\/p>\n

    For all Industrial Engineering & Management results, visit Anna University IEM all semester results<\/a> direct link. <\/p>\n","protected":false},"excerpt":{"rendered":"

    Business Data Analytics detailed syllabus for Industrial Engineering & Management (IEM) for 2021 regulation curriculum has been taken from the Anna Universities official website and presented for the IEM students. […]<\/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":[150],"tags":[],"class_list":["post-57380","post","type-post","status-publish","format-standard","hentry","category-iem"],"_links":{"self":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/57380","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=57380"}],"version-history":[{"count":0,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/57380\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/media?parent=57380"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/categories?post=57380"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/tags?post=57380"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}