Clean Up Ubuntu Grub Boot Menu After Upgrades

One of the things in Ubuntu that has always driven me crazy is the addition of new items into the grub menu without removing the old entries that likely don't even work anymore.

I'm sure most experienced Ubuntu users already know how to do this, but here's the method anyway.