Cornelia Bowen was born September 24, 1865 Smith gives Bowen's birth date as 1858, however, she is not shown on the 1870 federal census with her family.
As a child, Bowen was tutored by a white woman known to her mother, who taught her to read the McGuffey Readers before she began her formal training in the schools in Tuskegee.