After 90 min: Ability to extract, filter, and analyze data from a real database
Optimize Complex SQL Queries
TechAdvancedHome
90 minutes
·5 steps
·AdvancedAfter 90 min: Dramatically faster query execution and reduced database load
What you need
LaptopDatabase with real dataQuery analyzer tool
The 90-Minute Plan
Profile Queries0–15 min
Use EXPLAIN PLAN to understand query execution. Identify slow queries.
Create Strategic Indexes15–35 min
Build indexes on frequently searched columns and joins.
Rewrite Complex Queries35–55 min
Optimize joins, subqueries, and aggregations. Use window functions.
Implement Caching55–75 min
Cache frequent queries. Use materialized views for complex aggregations.
Ship & next steps75–90 min
Monitor improvements. Document optimizations. Next: explore partitioning.
Pro Tip
Measure before and after. Small improvements at scale matter. Don't over-index.
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