Transformation is the process of converting data from one format or structure into another format or structure. This step is crucial in data processing workflows, such as ETL (Extract, Transform, Load) and ELT (Extract, Load, Transform), where data needs to be cleaned, normalized, enriched, or aggregated to meet specific requirements. Data transformation ensures that the data is in a suitable format for analysis, reporting, and other downstream applications, improving data quality and consistency.