Beretervide was born on 6 June 1886 at Flores Department, Uruguay to José Beretervide and Francisca Torterolo. After completing her secondary education, she was admitted to the University of the Republic where she graduated with a degree in Pharmaceutical Chemistry. She then continued her education and joined the university's School of Law, where she completed her Doctor of Law degree in 1917.
