Ubuntu Linux Change Hostname (computer name)nixCraft

I am a new Ubuntu Linux laptop user. I setup my computer name to 'tom' during installation but now I would like to change the computer name to 'jerry'. How can I remove tom and set it to jerry on Ubuntu Linux? How do I change the Ubuntu computer name from 'ubuntu' to 'AvlinStar'?