Ferndale is a small rural locality within the local government area of Baw Baw in Victoria. It is located approximately 102 kilometres away from Melbourne and covers an area of 16 square kilometres.

According to the 2021 Census, Ferndale has a population of 48 people, of which 58.8% are male and 41.2% are female. The median weekly household income was $1,625 and the median age was 49.