College Lake is a lake located in Hennepin County, Minnesota. It appears on the Excelsior USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 942.59 feet (287.30 m) above sea level. The nearest populated place is Excelsior, approximately 0.4 miles to the NE.