Azure Data Factory can be used to build modern data warehouse patterns with Azure SQL Data Warehouse. It allows extracting and transforming relational data from databases and loading it into Azure SQL Data Warehouse tables optimized for analytics. Data flows in Azure Data Factory can also clean and join disparate data from Azure Storage, Data Lake Store, and other data sources for loading into the data warehouse. This provides simple and productive ETL capabilities in the cloud at any scale.