Armstrong Creek is a suburb of Geelong, Victoria, Australia. It was gazetted in February 2012 as part of the Armstrong Creek Growth Area, and was mostly farm land which had been part of Connewarre and Mount Duneed. At the 2021 census, Armstrong Creek had a population of 11,247.