I need to be able to delete Data Extension how ever it is linked to an attribute group:
You cannot delete any data extensions with existing data relationships before removing those relationships. Use Data Designer to remove those relationships before attempting a deletion.
I can't see any option to delete just one attribute. Is there any option to be able to delete a data extension?