Phase 4 · SQL & Data Engineering Basics

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SQL Basics (SELECT, JOIN, GROUP BY)

Part of the AI Engineer Roadmap.

Summary

The query language for relational databases — most real-world training data lives in SQL databases, so you need to pull it out yourself.

How to Learn This

  • 1Practice SELECT, WHERE, JOIN, GROUP BY and ORDER BY on a sample database (e.g. SQLite).
  • 2Write queries that answer specific analytical questions, not just syntax drills.
  • 3Learn to read a query execution plan at a basic level.
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