Big Spring Country Club is a country club located in an unincorporated part of Jefferson County, Kentucky that is bordered by Louisville and St. Matthews. The club borders the Middle Fork of Beargrass Creek and the site of Floyd's Station, a fort built by John Floyd in 1779. It was named Big Spring because of a "big spring" which once furnished water for pioneer settlers in the area.