If you are totally sure to trust every one who can access your computer, you can follow this tip to remove the login prompt / activate the automatic login.
This might only work for Ubuntu/Gnome.
- Go to System > Administration > Login screen setup.
- Click on the Security tab.
- Check the Enable Automatic Login box.
- Choose/Type the user that you want.
- Close the window.