Phase 4 · SQL & Data Engineering Basics
TopicsData Pipelines (Concept)
Part of the AI Engineer Roadmap.
Summary
The chain of steps — extract, transform, load, validate — that moves raw data into a form models can train on, run reliably and repeatably.
How to Learn This
- 1Diagram a data pipeline for a project you're building end-to-end.
- 2Learn why pipelines need to be idempotent and rerunnable.
- 3Identify where data quality checks should sit in a pipeline.
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