Jinja Templating for Analytics Engineers: From Zero to Production-Ready Data Transformations
Master Jinja templating to dynamically generate SQL, streamline dbt data transformations, and build robust, production-grade analytics pipelines.
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Foundational Jinja for Dynamic SQL Generation
Unit 1: Jinja Basics: Your First Dynamic SQL
What is Jinja?
Jinja Syntax Essentials
Variables: Making SQL Dynamic
Unit 2: Controlling Flow with Jinja Logic
Conditional Logic: If/Else
Looping Through Data
Unit 3: Reusable Code with Macros
Your First Jinja Macro
Advanced Macro Techniques
Unit 4: Refining Data with Filters & Tests
Jinja Filters for Data
Jinja Tests for Validation
Advanced Jinja and dbt Integration for Production Workflows
Unit 1: Jinja in dbt: Beyond the Basics
Jinja & dbt: The Power Duo
Dynamic Models with Jinja
Looping Through Data Sources
Unit 2: Advanced Jinja Features for dbt
State Management with `set`
Executing Side Effects with `do`
Calling Macros with `call`
Unit 3: Production-Ready Jinja in dbt
Custom Macros & Packages
Best Practices for Production