Machine Creek is a stream located in Rockingham County, North Carolina. It appears on the Southeast Eden USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 496.58 feet (151.36 m) above sea level. The nearest populated place is Glennfarm Estates, approximately 1.0 miles to the SW.