How to mass remove known Wi-Fi Preferred Networks in OS X?
You can multi-select &amp; delete from
System Prefs > Network > WiFI > Advanced…
 Shift ⇧  or  Cmd ⌘  Click to select multiples, then hit the —  button underneath.

Note that this will also clear the same settings from any linked iDevice.