Deer Creek is a stream located in Ashland County, Wisconsin. It appears on the Ashland East USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 627.36 feet (191.22 m) above sea level. The nearest populated place is White River, approximately 1.4 miles to the NNW.