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Latin 101

The correct singular form is "curriculum vitae," which means "the course of [a] life."
The plural is "curricula vitarum," or "the courses of [several] lives."
Today's lesson in Latin is indebted to: http://www.raycomm.com/techwhirl/archives/9503/techwhirl-9503-00299.html