He was born Yeshua Zalman Sverdlov (Russified name: Zinovy Mikhailovich Sverdlov, Зиновий Михайлович Свердлов) to a Jewish engraver in Nizhny Novgorod.
Zinovy Peshkov was disowned by his family, and in 1904 he emigrated to Canada.