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Starts 10 June 2025 03:32

Ends 10 June 2025

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Business Intelligence and Analytics

Explore business intelligence and analytics concepts with Prof. Saji K Mathews in this concise 19-minute session from NPTEL-NOC IITM.
NPTEL-NOC IITM via YouTube

NPTEL-NOC IITM

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19 minutes

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Overview

Explore business intelligence and analytics concepts with Prof. Saji K Mathews in this concise 19-minute session from NPTEL-NOC IITM.

Syllabus

  • Introduction to Business Intelligence and Analytics
  • Definition and overview of key concepts
    Distinction between Business Intelligence (BI) and Business Analytics (BA)
  • Importance in the Current Business Environment
  • Role of BI and BA in decision making
    Impact on competitive advantage
  • Business Intelligence Tools and Technologies
  • Common tools used in the industry
    Data warehousing basics
  • Data Analytics Types and Techniques
  • Descriptive, predictive, and prescriptive analytics
    Examples of analytics applications in business
  • Data Visualization and Reporting
  • Importance of data visualization
    Common visualization tools and techniques
  • Challenges in Implementing BI and Analytics
  • Data quality and management issues
    Organizational and cultural challenges
  • Case Study: Real-World Applications
  • Brief case study showcasing BI/BA in a specific industry
  • Conclusion and Future Trends
  • Summary of key points
    Emerging trends in BI and analytics

Subjects

Business