Matheron graduated from École Polytechnique and later Ecole des Mines de Paris, where he studied mathematics, physics and probability theory (as a student of Paul Lévy).
Matheron absolvoval École Polytechnique a později Pařížskou důlní školu (École de Mines de Paris), kde studoval matematiku, fyziku a teorii pravděpodobnosti (jako student Paula Lévyho).