After you master some of the simple tutorials, you'll want to learn how to install plugins.
Plugins extend the functionality of Paint.NET by adding new Effects, Adjustments, and file types.
Here is a page I wrote that explains how to install plugins: Installing Paint.NET plugins.
You can find more plugins here: http://www.getpaint.net/redirect/plugins.html