For what purposes are data pipelines used?Data pipelines are designed to gather, process, transform, and move data between systems. Data pipeline can merge data from several sources and prepare it for reporting, analysis, machine learning, and other business processes. Usually, data pipelines are implemented by companies when there is a need to process huge amounts of data on a regular basis. It depends on business needs whether a pipeline will be able to provide batch processing or real-time data transferring. Well-organized data pipeline structure helps to deliver data where it needs to go in the proper form and time. There are different data pipelines software tools which can help with data integration and management.