Phase 4 · SQL & Data Engineering Basics

Topics

Data 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.
InsideEdge

Stuck on this topic? Ask an Insider

Get 1:1 guidance from people who've walked this exact path — free on the InsideEdge app.

Download
InsideEdge