Ferny Creek is a suburb in Melbourne, Victoria, Australia, 33 km south-east of Melbourne's central business district, located within the Shire of Yarra Ranges local government area. Ferny Creek recorded a population of 1,524 at the 2021 census. The suburb is built around and to the south of Dunns Hill with most of Ferny Creek lying between 400 and 500 metres above sea level. It is named after Ferny Creek, a small stream which originates to the south of Dunns Hill in the centre of the suburb.