Miodrag Petrović graduated from the First Belgrade Gymnasium, where he learned to draw and paint from Đorđe Krstić in 1906, and then at the Rista Vukanović School he was taught by painter Marko Murat, sculptor Đorđe Jovanović, and graphic designer Dragutin Inkiostri Medenjak.