Bootstrap 3 is a popular front-end framework that makes website creation easier and faster through features like consistency and customization. The document discusses three key changes in Bootstrap 3 - a flat design, improved typography, and a mobile-first approach. It also provides information on converting websites from previous Bootstrap versions to Bootstrap 3, either through automated tools or manually.