Deep Lake is a lake located in Cass County, Minnesota. It appears on the Bungo Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,480.54 feet (451.27 m) above sea level. The nearest populated place is Poplar, approximately 5.8 miles to the SW.