Rocky Ridge is a ridge located in Walker County, Georgia. It appears on the Catlett USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,374.67 feet (419.00 m) above sea level. The nearest populated place is Chestnutflat (historical), approximately 2.6 miles to the NNW.