East Lake is a census-designated place (CDP) in Pinellas County, Florida, United States. The population was 29,394 at the 2000 census. It was one of the last areas, in the heavily-densed county, to develop and is still growing at a rapid pace. It is often confused with East Lake, which is in neighboring Hillsborough County.