Palm Beach Gardens is a city in Palm Beach County in the U.S. state of Florida. As of the 2010 United States Census, the population was 48,452. The city has a number of gated communities. Palm Beach Gardens is a principal city of the Miami metropolitan area, which was home to an estimated 6,012,331 people at the 2015 census.