Change prefix of database tables in Wordpress

Here the other day I was adding some security settings on a Wordpress installation. One of them involving changing the prefix of Wordpress' database tables. It's pretty straight forward, but you've got to remember changing some values inside some of the tables. I found quite a few articles on this ...