It was the third government of Germany under Hitler. Reich means government in German, I think. If you recall Germany's famous Reichstag fire that was used as an excuse by the Nazis to suspend Germany's constitution, the Reichstag was the government building.
It is basically Hitler's killing period from 1933-1945. Its rise and demise had worldwide consequences, and its legacy continued to shape the identity of Germans long afterward.