I think they were created as a weapon by Davros who was part of an experment that went wrong and ended up half Dalek himself, he created the ultimate killing machine but when the humans who worked for him found out he had given the Daleks no fellings or remorse they tried to stop him and even the Daleks turned on him. It was Tom Baker as the Dr.