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  • Data Modeling
Foundations
  • OLTP vs OLAP and Grain
  • Medallion Architecture (Bronze / Silver / Gold)
  • Date and Time Modeling
  • Data Quality for Models
Dimensional Modeling
  • Star Schema Basics
  • Fact Table Patterns
  • SCD Type 1, 2, and 3
  • Bridge Tables and Many-to-Many Modeling
Data Vault
  • Data Vault Basics
Serving Layer
  • Serving Layer Patterns
  • Metric Layer Design
  • Incremental and Backfill Strategy
Tradeoffs
  • Star vs Data Vault vs 3NF
  • End-to-End Datamart Case Study
Capstone
  • Modeling Capstone Track
  • Capstone Bronze: Grain and Star Modeling
  • Capstone Silver: Quality and Serving Layer
  • Capstone Gold: Architecture and Migration
Home / Modeling / Dimensional Modeling

Dimensional Modeling

Learn SQL dimensional modeling with practical examples and guided drills on dbSyntax.

Start with Star Schema Basics

Star Schema Basics

Use this page as an implementation reference for building a datamart with fact and dimension tables. Goal: define the correct grain model di...

Fact Table Patterns

Use this page as a design guide for selecting the correct fact table pattern. Goal: choose the right fact type for your business process def...

SCD Type 1, 2, and 3

Use this page as a practical implementation guide for Slowly Changing Dimensions (SCDs). Goal: choose the correct SCD pattern for each attri...

Bridge Tables and Many-to-Many Modeling

Use this page to model many-to-many relationships safely in dimensional systems. Goal: preserve business meaning for multivalued relationshi...

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