Verify Account

Unit–I

Introduction to Business Intelligence (BI)

Definition, History and Evolution, Styles of Business Intelligence, Benefits of Business Intelligence, Real-time Business Intelligence, Business Intelligence Value Chain, Architecture Business Intelligence.

Unit–II

Data Warehousing and Data Mining

(a) Data Warehousing (DwH): Definition, Characteristics, Types, Data Warehousing Framework, DwH 3 Tier Architecture, Alternative Architectures, Data Warehousing Integration, Data Warehousing – Development Approaches, Real-time Data Warehousing.

(b) Data Mining: Definition, Characteristics, Benefits, Data Mining Functions, Data Mining Applications, Data Mining Techniques and Tools, Text Mining, Web Mining.

Unit–III

Business Performance Measurement (BPM)

Definition, BPM vs BI, Summary of BPM Process, Performance Measurement, BPM Methodologies, BPM Architecture and Applications, Performance Dashboards.

Unit–IV

Business Analytics and Data Visualization

(a) Business Analytics: Definitions, Tools and Techniques of BA, Advanced Business Analytics, Business Analytics and Web, Usage, Benefits and Success of Business Analytics.

(b) Data Visualization: Definition, New Direction in Data Visualization, GIS, GIS vs GPS.

Unit–V

Business Intelligence Implementation

(a) Implementing Business Intelligence - Implemental Factors, Critical Success Factors of Business Implementation, Managerial Issues related to BI Implementation. Business Intelligence and Integration Implementation – Types, Need, Level of Business Intelligence Integration.

(b) Emerging Trends in Business Intelligence Implementation – Social Networks and Business Intelligence, Collaborative Decision Making, RFID and Business Intelligence, Reality Mining.