Data Modeling
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What you'll learn
This course includes
- 2.5 hours of video
- Certificate of completion
- Access on mobile and TV
Course content
1 modules • 18 lessons • 2.5 hours of video
Data Modeling
18 lessons
• 2.5 hours
Data Modeling
18 lessons
• 2.5 hours
- dbt vs Stored Procedures (3 key differences)10:27
- Creating a Data Model w/ dbt: Dimensions (Part 1/3)14:06
- Creating a Data Model w/ dbt: Facts (Part 2/3)08:40
- Creating a Data Model w/ dbt: Tests (Part 3/3)05:30
- Data Modeling in the Modern Data Stack10:14
- Data Modeling Tutorial: Star Schema (aka Kimball Approach)16:34
- Comparing 3 Types of Data Modeling (Normalized vs Star Schema vs Data Vault)03:51
- Data Architecture 101: The Modern Data Warehouse05:48
- Data Architecture 101: The Lambda Strategy04:57
- The Missing Piece in Many Data Pipelines09:55
- How Would You Model This Data? (Example)05:39
- 3 Data Modeling Mistakes That Can Derail a Team08:15
- How to Track History in a Data Warehouse (Slowly Changing Dimensions)13:52
- What is an "Analytics" Database? (vs Application DB)06:57
- 3 Reasons Data Modeling Gets So Much Attention06:43
- The Struggle of Data Modeling (Facts vs Dimensions)06:49
- The 4 Common Types of Dimensions | Data Modeling 10111:14
- The 3 Common Types of Fact Tables | Data Modeling 10109:40
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