Heck YEAH! Take me to the tutorial!
This website will teach you all you need to know about how to get started with GitHub Pages and Twitter Bootstrap. As you go along, you will learn the basics about HTML, CSS, JavaScript and jQuery!
My own website is an example of Twitter Bootstrap in use: naokiyokoyama.github.io