Deep Creek is a stream located in Mercer County, Kentucky. It appears on the Cornishville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 741.80 feet (226.10 m) above sea level. The nearest populated place is Liberty (historical), approximately 0.7 miles to the NE.