Business Intelligence syllabus

Business Intelligence

• 1 Introduction to Business Intelligence (5 LHs)

  • Definition and scope of BI
  • Importance of BI in decision-making
  • Overview of BI tools and technologies
• 2 Data Warehousing (8 LHs)

  • Data warehousing concepts
  • Data warehouse architecture
  • ETL processes
  • Data modeling for BI
• 3 Data Mining (8 LHs)

  • Data mining concepts
  • Data preprocessing techniques
  • Classification and clustering algorithms
  • Association rule mining
• 4 Data Visualization (7 LHs)

  • Principles of data visualization
  • Tools and techniques for data visualization
  • Dashboard design and best practices
• 5 BI Tools and Technologies (12 LHs)

  • Tableau, Power BI and other BI tools
  • Hands-on BI analysis and reporting
  • Introduction to OLAP
• 6 BI Implementation (8 LHs)

  • Best practices for BI implementation
  • Challenges and considerations
  • Case studies of successful BI implementations