The Ghast is the giant squid like creature that flies around in the nether. in order to kill him you need to take a sword to the nether, get in an open sace and when he shoots a fireball at you hit it back at him with the sword.
It may take a couple of goes as he can fly in a different direction while youre waiting for the fireball to get to you.