Chattanooga Valley is an unincorporated community and census-designated place in Walker County, Georgia, United States. The population was 3,962 at the 2020 census. It is part of the Chattanooga, TN–GA Metropolitan Statistical Area. Chattanooga is a Muskogean-language name meaning "rock coming to a point".