Holly Lake is a lake located in Lake County, Florida. It appears on the Umatilla USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 52.97 feet (16.15 m) above sea level. The nearest populated place is Umatilla, approximately 3.2 miles to the ESE.