That was the myth. He came from Scotland (well, was driven out of Scotland) and of course the snake is seen as the Devil and that was his first task to get rid of them and he did.
All these old stories are stupid Jim, nowadays people just celebrate St Patrick's day because it's a good excuse to get drunk.