Estimated Time to Complete
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What You'll Learn
Concepts:
Power BI Desktop File Format Differences (PBIX vs PBIP)
Power Query Merge vs Append Tables for Data Combination
Power BI Three-Tier Architecture: Desktop, Service, and Mobile
General applied mathematics
Extracting Dimensions and Junk Dimensions from Fact Tables
Direct Query Connection Mode in Power BI Desktop
Power BI Import vs DirectQuery: Performance and Data Freshness Comparison
Import, DirectQuery, and Live Connection: Semantic Model Flexibility vs. Performance Tradeoffs
Unpivot and Pivot Columns in Power Query
Unidirectional Filter Propagation from Dimension to Fact Tables in Star Schemas
Data Grain Definition
Power Query Data Transformation and ETL Pipeline
PBIP Project Files: JSON Structure and Version Control Workflow
Power BI Data Modeling: Grain Definition and Impact on DAX Calculations
Power Query Reference vs Duplicate Queries
Power BI Cardinality and Filter Direction Relationships in Data Modeling
Ambiguous Relationships: Active vs Inactive Paths and USERELATIONSHIP
General theory of mathematical modeling
Power BI Live Connection to a Shared Semantic Model
Connecting Fact Tables of Different Grain via Shared Dimensions
Role-Playing Dimensions
Relational Data Modeling: Segregated Tables vs Monolithic Structures in Power BI
Power BI Import Storage Mode: Local Caching and the Refresh Overwrite Protocol
Handle Missing Values in Power Query using Replace and Trim functions