ETL/ELT

Two core data integration patterns in data engineering. ETL (Extract, Transform, Load) transforms data before loading and suits traditional data warehouse scenarios. ELT (Extract, Load, Transform) loads data first and then transforms it, leveraging the compute capacity of modern cloud data warehouses and representing the mainstream paradigm for cloud-era data pipelines.