Yeah, the full name is actually Nationalsozialistische Deutsche Arbeiterpartei (NSDAP) or "National Socialistic German Workers' Party.
Nazi is just the nickname for "national socialist", as opposed to the "international socialists", like the Kommunistische Partei Deutschlands, that went up against them in the national election and was controlled by Stalin.