Description: Batch transformation is a process that involves the collection and processing of data in groups or ‘batches’ rather than continuously or in real-time. This approach is fundamental in the field of data integration, where the extraction, transformation, and loading (ETL) of large volumes of information is required. Batch transformation allows organizations to efficiently handle and process data, optimizing resource use and reducing the load on operating systems. Through this method, data is grouped and processed at specific intervals, facilitating the management of large amounts of information and allowing for complex transformations without affecting system performance in real-time. This approach is especially useful in situations where immediacy is not critical, such as in generating periodic reports or updating databases. Batch transformation also allows for the implementation of data validation and cleaning processes before final loading, thus ensuring the quality and integrity of the processed information.
