After finishing the Slovene language high school in Klagenfurt in 1967, he enrolled in the University of Graz, where he studied law and Slavic philology.
Njegov oče, Valentin Inzko starejši, je bil znan kulturni in politični predstavnik slovenske manjšine na Koroškem.