Mitchell Lake is a reservoir located in Cobb County, Georgia. It appears on the Mountain Park USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,036.29 feet (315.86 m) above sea level. The nearest populated place is Chimney Lakes, approximately 0.1 miles to the NE.