A Detailed Data Binding Tutorial

The documentation for Windows Forms data binding is pretty sparse. How does it work, exactly? How much can you do with it? There are a lot of people who know how to use data binding, but probably few who really understand it. I had a hard time merely figuring out how to use it, so I began to investigate it in the hopes of understanding this mysterious beast.