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Azure Data Factory - ETL Solution To Azure DB And To Azure SQL Data Warehouse11/9/2017 11:14:42 AM. In this article we will learn how to use Azure Data Factory to Extract, Transform, Load (ETL) data especially for the data warehousing purposes.