Deer Creek is a stream located in Ashland County, Wisconsin. It appears on the Hay Creek Flowage USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,512.17 feet (460.91 m) above sea level. The nearest populated place is Petes Landing, approximately 1.7 miles to the NE.