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Fortunately, many organization are opting for ETL (Extract, Transform, and Load) tools to streamline and manage their data.This is a process in which ETL data is extracted from any data source and revamped into an appropriate format for future references. Beyond the shadow of doubts, the information is finally transferred into the database. Whereas in the current era, "Data" is crucial as most of the business run around this terminology, data format, data flow etc. State-of-art applications and practical knowledge need real-time data for processing requirements to tick all the boxes of needs; there are several ETL tools list in the market. Aligning with such databases and free ETL tools makes the data management a streamlined process simultaneously improving the data warehousing. Undoubtedly, ETL platforms available in the market cut down on your time and dollars to a great extent. In the flooded pool of ETL tools, some are certified and commercial tools, whereas some are open source ETL tools.