ETL vs ELT: Which one should you use and why?

The article compares ETL and ELT, two key data-integration patterns.

ETL cleans and standardizes data before loading it into a warehouse or system.

ELT loads raw data first, then transforms it inside the target platform.

Retail and finance examples show how the choice affects speed, flexibility, and analytics workflows.