Parsley grows well in containers. The video below shows how to set up a window box as a container. Make sure the container has proper drainage and that the bottom is lined and the small stones are covered in a sort of netting to keep everything in place. You can make this a great weekend project.
Watch the short video below which gives some tips on how to grow parsley.