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🗄️ Data & SQL Engineering
Core

Query Execution and Optimization

A query optimizer turns your SQL into a physical plan: which tables to scan, in what join order, and whether to use a hash join, sort, or index lookup. Reading an EXPLAIN plan shows you why a query is slow (a full scan on a huge table, a bad join order that explodes intermediate rows, a sort that spilled to disk) and which lever fixes it. AI, ML, and GenAI interviews probe this because the gap between a 30-second and a 0.3-second query usually comes from understanding the plan, not rewriting the logic.

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