Ocoee (also Ocoa) is an unincorporated community in Polk County, Tennessee, United States. Its altitude is 797 feet (243 m), and it is located at 35°7′28″N 84°43′6″W / 35.12444°N 84.71833°W / 35.12444; -84.71833 (35.1245194, -84.7181327). Although it is unincorporated, it has a post office, with the ZIP code of 37361.