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How to write modular, testable data transformation pipelines using dbt (data build tool)?

SQL & Data Warehousing · 2 saved versions

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Version 1 (Edit)

Edited by Ishaan Patel · Aug 23, 2026 6:39 PM

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How to write modular, testable data transformation pipelines using dbt (data build tool)?

Summary snapshot
Structuring staging, intermediate, and marts dbt model layers with automated data tests.
Content snapshot
### dbt Best Practices Organize SQL models into `stg_` (clean raw data), `int_` (business logic joins), and `marts_` (final dimensional reporting tables) layers.
Source snapshot

https://docs.getdbt.com/

Version 1 (Original Post)

Published by Ishaan Patel · Aug 9, 2026 5:37 AM

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Post originally created and published to the Global Hub.

Original Title

How to write modular, testable data transformation pipelines using dbt (data build tool)?

Original Summary
Structuring staging, intermediate, and marts dbt model layers with automated data tests.
Original Content
### dbt Best Practices Organize SQL models into `stg_` (clean raw data), `int_` (business logic joins), and `marts_` (final dimensional reporting tables) layers.
Original Sources

https://docs.getdbt.com/