Hitler actually didn’t have a real reason for it, but he needed someone to blame so he can take countries swiftly, this has to do with Antisemitism which started in the 1300s where the Jews were blamed for the pandemic of the plague. He also hated different races, different sexual orientations, and anyone who opposed him.
