Phase 4 · SQL & Databases

Topics

Query Optimization

Part of the Data Science Roadmap.

Summary

Understanding why some queries run slowly (missing indexes, unnecessary joins, SELECT *) — important once you're pulling training data from tables with millions of rows.

How to Learn This

  • 1Learn what an index is and why it speeds up filtering on a column.
  • 2Practice replacing SELECT * with only the columns you actually need.
  • 3Use EXPLAIN (or your database's equivalent) to see how a query is being executed.
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