Drake Creek is a stream located in Muhlenberg County, Kentucky. It appears on the Greenville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 405.95 feet (123.73 m) above sea level. The nearest populated place is Bancroft, approximately 1.4 miles to the N.