Dog training without cooperation?

How do you train a dog when you live with people that won't cooperate? Is it a lost cause? I could try to talk them into helping, but I also want to prepare if I'm unsuccessful in that regard. Also, I have never trained a dog therefore I have no idea what I'm doing.