Watch Movies2Watch. Set in New York City, the epicenter of a phenomenon cropping up in communities across the United States, "Nursery University" reveals the oddly competitive process of nursery school admissions. The film tells the story of five families attempting to place their toddlers in preschool classrooms that have limited space and high price tags.