Yerby is a surname. Notable people with the surname include:

Alonzo Smythe Yerby (1921–1994), American physician and academic Frank Yerby (1916–1991), American writer Lorees Yerby (1930–1996), American playwright and filmmaker William Yerby (1758–1824), Mississippi state legislator and plantation owner