 Kaberov was born on 25 April 1917 in Nikulinskoye village in Vologda Governorate to a peasant family.After graduating from seventh grade, he became a mechanic at the Vologda Car Repair Plant.He graduated from the Koktebel OSOAVIAKHIM Flight School in 1938.