What is the best way to handle when your significant other is mad at you?

Well usually when I make my girlfriend mad I always try and fix it,but that usually just makes it worse. What should I do to make her feel better but not aggravate the situation? I seem to make a lot of mistakes in my life with her, but she always tries to take the blame for out fight when it was really my fault. Why does she do this?