Business Intelligence (BI)

Transform data into actionable insights for strategic decision-making.

Module 1: Introduction to Business Intelligence

  • What is Business Intelligence?
  • Key Concepts: Data Warehousing, ETL, Reporting, Dashboards
  • Importance of BI in Modern Organizations
  • BI Tools and Technologies Overview

Module 2: Data Warehousing Fundamentals

  • Introduction to Data Warehousing
  • Data Warehouse Architecture and Design
  • Dimensional Modeling: Star Schema, Snowflake Schema
  • ETL (Extract, Transform, Load) Processes

Module 3: Data Modeling and Database Design for BI

  • Relational Database Concepts
  • Data Modeling Techniques for BI
  • Normalization and Denormalization
  • SQL for Data Retrieval and Manipulation in BI

Module 4: Business Intelligence Tools - Power BI

  • Introduction to Microsoft Power BI
  • Connecting to Data Sources
  • Data Transformation with Power Query Editor
  • Creating Reports and Dashboards
  • DAX (Data Analysis Expressions) Fundamentals

Module 5: Business Intelligence Tools - Tableau

  • Introduction to Tableau
  • Connecting to Data and Building Visualizations
  • Creating Interactive Dashboards and Stories
  • Calculated Fields and Advanced Analytics in Tableau

Module 6: Data Visualization Best Practices

  • Principles of Effective Data Visualization
  • Choosing the Right Chart Types
  • Designing Engaging and Informative Dashboards
  • Storytelling with Data

Module 7: Data Mining and Predictive Analytics for BI

  • Introduction to Data Mining Techniques
  • Classification, Regression, Clustering
  • Association Rule Mining
  • Using BI Tools for Predictive Analytics

Module 8: Big Data and Business Intelligence

  • Integrating Big Data with BI Systems
  • Tools and Technologies for Big Data BI (e.g., Hadoop, Spark)
  • Real-time Business Intelligence
  • Challenges and Opportunities

Module 9: BI Strategy, Governance, and Ethics

  • Developing a BI Strategy for an Organization
  • Data Governance and Data Quality Management
  • Ethical Considerations in BI and Data Analytics
  • Future Trends in Business Intelligence

Module 10: Capstone Project and Case Studies

  • End-to-End BI Project: From Data to Insights
  • Real-World Case Studies in Business Intelligence
  • Presenting BI Solutions and Recommendations
  • Final Review and Q&A

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