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Advanced SQL — Data Engineering Roadmap | DEV-TO-DEV

Advanced SQL0%

Data Engineering

0/11 completed

Advanced SQL Python for Data Engineering

Data Modeling Data Warehousing Data Lakes

Batch Processing Stream Processing

ELT & Data Transformation

Data Orchestration

Data Governance & Security

Data Pipelines & Airflow

Roadmaps Data EngineeringFOUNDATIONS

Data Engineering Roadmap

Learn to build resilient data pipelines and data architectures.

Overall Progress0%

Advanced SQL

Master advanced SQL querying techniques to manipulate, aggregate, and analyze complex datasets effectively.

Core Topics

Advanced JOINsWindow FunctionsCommon Table Expressions (CTEs)Query Optimization

Key Takeaways

Write complex JOINs and subqueries
Utilize window functions for advanced analytics
Optimize SQL queries for performance

Next →Python for Data Engineering

Recommended BooksFree

SQL Performance Explained

Markus Winand

Recommended Video

Advanced SQL Tutorial

freeCodeCamp.org • 4:00:00

Practice Exercise

Write a SQL query utilizing window functions to calculate the running total of sales and the moving average for each product category.