Cole Creek is a stream located in Cocke County, Tennessee. It appears on the Jones Cove USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,935.30 feet (589.88 m) above sea level. The nearest populated place is Rocky Grove, approximately 0.9 miles to the W.