Azure Data factory is a great tool for moving and transforming data between different storage and database mechanisms in Azure.
A common scenario, and one that’s easy to use and setup, is to import data from a CSV file into SQL Azure or CosmosDb. In an on-premise world you could use a BULK import statement to perform this action, however as you move to SQL Azure and need to start hooking into other Azure services can be a bit more complex.