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SCD

SCD shows up across 1 course in 1 layerof the data platform stack. Here's where it's taught, a free way to practice it, and what to learn next.

🕰️See these SCD types in action — live. Replay a change timeline and watch the dimension transform under Type 0/1/2/3/4/6, then explore the join trap, storage cost, and bitemporal corrections — 100% in your browser. Open the SCD Playground →

Where it's taught

∿Semantic & Metrics Layer

Slowly Changing Dimensions

When a customer changes their region, every historical fact silently lies — unless you've modeled the change. SCD types 1/2/3/6, effective-dating, bitemporal, and the production anti-patterns that bite teams in their first year.

8 ch · 1h 44m

1 free

Related topics

↗bitemporal modeling↗dimensional modeling↗effective dating↗late-arriving data↗slowly changing dimensions

Start learning SCD free

The first chapter of every course is free to read — no account needed.

Start: Slowly Changing Dimensions →All strata
Petascale Labs

The physics layer of data

From byte-level storage to business-grade metrics. Built with depth, not breadth.

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Data Engineer RoadmapAll strataStorage & File FormatsIngestion & TransportOpen Table FormatsCompute EnginesOrchestration & PipelinesQuery Engines & OLAPSemantic & Metrics LayerPII & Data Governance

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All toolsParquet ViewerFreeSCD PlaygroundFreePII Masking GeneratorFree

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