ETL (Extract, Transform, Load) involves extracting data, transforming it, and then loading it into a target system. ELT (Extract, Load, Transform) extracts data, loads it into a data lake or data warehouse, and then transforms it as needed. ELT is often preferred for big data scenarios due to its flexibility.