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SQL Cheat Sheet for Data Engineers
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Highlights
Stop rewriting the same pipeline queries from scratch every sprint.
This 13-section reference guide covers everything you need — from SELECT basics to window functions, CTEs, and real-world query patterns you'll actually use on the job.
📋 WHAT'S INSIDE
50 essential queries across 13 categories
Every section opens with a plain-English explanation and real-world example
Syntax tips with concrete before/after code examples and Why? explanations
Cross-database reference tables for PostgreSQL, MySQL, SQL Server, BigQuery, Snowflake
Copy-paste ready templates for the most common analysis patterns
Performance cheat sheet — slow patterns and their fast alternatives
📌 SECTIONS COVERED
1. SELECT Fundamentals
2. Filtering with WHERE
3. Aggregation & GROUP BY
4. JOINs — Combining Tables
5. Subqueries & CTEs
6. Window Functions
7. Date & Time Functions
8. String Functions
9. CASE Expressions & NULL Handling
10. UNION & Set Operations
11. Performance Cheat Sheet
12. Real-World Analyst Patterns
13. More Essential Patterns
👤 WHO IT'S FOR
Data engineers, analytics engineers, and dbt developers who write SQL daily for pipelines, transformations, and data quality checks.
📄 FORMAT
Instant PDF download. Clean, professionally designed, and printer-friendly.
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No fluff. No filler. Just the SQL you need.
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