Palm Springs is a village in Palm Beach County, Florida, United States, situated approximately 61 mi north of Miami. The village's name was likely derived from the resort city of Palm Springs, California. Located in the east-central part of the county, Palm Springs is situated north of Atlantis, east of Greenacres, west of Lake Clarke Shores and Lake Worth Beach, and southwest of West Palm Beach.