Jan Bodnar has published a tutorial for people interested in starting out with GTK+, describing the most common widgets you need to know when you write an application.
You can also find the link in the tutorials section on the GTK+ website together with other GTK+ tutorials.
Jan has also published a tutorial on Cairo that’s worth checking out.