Syllabus
|
Course Code: IT-301 Course Name: Specialisation – E: INFORMATION TECHNOLOGY - Business Intelligence and Analytics |
||
| MODULE NO / UNIT | COURSE SYLLABUS CONTENTS OF MODULE | NOTES |
|---|---|---|
| 1 | Business Intelligence: Definition, concept and need for Business Intelligence, Data, information and knowledge. Business Analytics at strategic level: Strategy and Business Aanalytics, Link between Corporate Strategy and Business Analytics, Business Analytics supporting strategy at functional levels, dialogue between strategy and BA functions, information as strategic resource. Statistical data analytics: descriptive statistical analytics, summary measures, lists, reports, automated reports, hypothesis driven methods, data mining with target variables. Cluster analysis, Discriminate analysis, logistic regression, Principal component analysis. Business Intelligence Architectures: Cycle of Business Intelligence Analysis, Development of Business Intelligence System, spread sheets, concept of dashboard, OLAP, SOA, decision engineering. Business intelligence tools: Concept of dashboard. Business intelligence applications in different domains- CRM, HR, Production and finance. |
|
