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Analytics Engineering

From your first SELECT statement to a tested, documented dbt pipeline. Work through the steps in order, or jump to what you need. Tick each one off as you go - your progress is saved in this browser, no account needed.

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Query

SQL basicsSELECT, WHERE, GROUP BY - the language every query starts with.

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Grain and joinsWhat a single row means, and how to combine tables without breaking it.

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Model

Facts and dimensionsThe two table shapes behind almost every analytics model.

Staging, intermediate, martsHow a dbt project is organized into clean, predictable layers.

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Build

dbt modelsTurn SQL files into a managed, dependency-aware pipeline.

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dbt testsCatch broken data before it ever reaches a dashboard.

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dbt docsDocument models so the next person - including future you - can follow them.

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Incremental modelsProcess only what changed instead of rebuilding the whole table.

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Final projectPut it together on a realistic, end-to-end scenario.

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