Business Intelligence

1Introduction to Business Intelligence▸ 2History and Evolution of BI▸ 3BI vs Data Analytics vs Data Science▸ 4BI Ecosystem▸ 5BI Career Paths and Roles▸ 6BI Use Cases across Industries▸ 7Module 1 Review▸ 8T Final Module Assessment▸ 9T1 Mid Module Quiz▸

1Understanding Stakeholders▸ 2Requirements Gathering Techniques▸ 3BI Requirements Document BRD▸ 4Data Accessibility and Governance▸ 5Communication and Reporting Strategies▸ 6Module 2 Review▸ 7T Final Module Assessment▸ 8T1 Mid Module Quiz▸

1Metrics vs KPIs▸ 2Common Business KPIs▸ 3Vanity Metrics vs Actionable Metrics▸ 4Metrics Frameworks▸ 5KPIs ko Business Objectives se Align Karna▸ 6Building a KPI Dashboard Conceptual▸ 7Module 3 Review▸ 8T Final Module Assessment▸ 9T1 Mid Module Quiz▸

1BI Tools Overview▸ 2Data Warehousing Concepts▸ 3BI Development Lifecycle▸ 4Data Governance in BI▸ 5Continuous Improvement in BI▸ 6Module 4 Review▸ 7T Final Module Assessment▸ 8T1 Mid Module Quiz▸

1Introduction to Data Modeling▸ 2Dimensional Modeling▸ 3Star Schema aur Snowflake Schema▸ 4Date Dimension DeepDive▸ 5Slowly Changing Dimensions SCD▸ 6Module 1 Review▸ 7T Final Module Assessment▸ 8T1 Mid Module Quiz▸

1ETL Process▸ 2ELT Process▸ 3ETLELT Tools▸ 4Scheduling and Orchestration▸ 5Incremental Loading Strategies▸ 6Module 2 Review▸ 7T Final Module Assessment▸ 8T1 Mid Module Quiz▸

1Data Pipeline Architecture▸ 2Data Sources and Ingestion▸ 3Transformation Logic and Business Rules▸ 4Pipeline Monitoring and Error Handling▸ 5Pipeline Best Practices▸ 6Module 3 Review▸ 7T Final Module Assessment▸ 8T1 Mid Module Quiz▸

1Data Quality Dimensions▸ 2Data Validation Techniques▸ 3Data Cleansing▸ 4Master Data Management MDM▸ 5Documentation and Metadata Management▸ 6Module 4 Review▸ 7T Final Module Assessment▸ 8T1 Mid Module Quiz▸

1Dashboard Types▸ 2Information Hierarchy and Layout▸ 3Choosing the Right Chart▸ 4Color Typography and Accessibility▸ 5Dashboard AntiPatterns▸ 6Module 1 Review▸ 7T Final Module Assessment▸ 8T1 Mid Module Quiz▸

1Tableau Interface and Data Connection▸ 2Building Worksheets and Charts▸ 3Filters Parameters and Actions▸ 4Calculated Fields and Table Calculations▸ 5Dashboard Assembly▸ 6Publishing and Sharing▸ 7Module 2 Review▸ 8T Final Module Assessment▸ 9T1 Mid Module Quiz▸

1Automated Reporting Workflows▸ 2Scheduled Refreshes and Data Freshness▸ 3Alerts and Notifications▸ 4SelfService Reporting▸ 5Report Versioning and Distribution▸ 6Module 3 Review▸ 7T Final Module Assessment▸ 8T1 Mid Module Quiz▸

1Data Storytelling▸ 2Executive Summary Reports▸ 3Presenting to Stakeholders▸ 4Handling Feedback and Questions▸ 5Dashboard Iteration▸ 6Module 4 Review▸ 7T Final Module Assessment▸ 8T1 Mid Module Quiz▸

1Building a BI Portfolio▸ 2Resume and LinkedIn for BI Roles▸ 3BI Interview Preparation▸ 4Networking and Professional Growth▸ 5Course WrapUp and Next Steps▸ 6T Final Module Assessment▸ 7T1 Mid Module Quiz▸