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In this video tutorial, we explore how to create additional columns from the source columns using a copy activity in Azure Data Factory. The copy activity allows for copying data from a source to a destination, and it is cost-effective in terms of DIU prices. However, it does not provide the capability to add derived columns based on source columns. Instead, it allows for adding extra columns. Examples include adding a full name column from first and last names or extracting the month from a date-time column. Let's delve into the functionality of the copy activity to see how we can work with these scenarios.