What I understood of Web 3.0?

There is a buzz around me about Web 3.0. Tutorials are lined up teaching you to build your first Web 3.0 app or website. Well, this article is dedicated to clear the cloud of doubt about what Web 3.0 is and how its is different from the previous ones...