Hi nitroturf,
You can find instructions for backing up your tasks to a file here.

This backup file will be an iCalendar file containing both incomplete and completed tasks, and can be read by a number of iCalendar-supporting applications. You may be able to import it into your calendar application and export it to a CSV file from there.

Hope that helps!