Everybody probably knows that today Ubuntu 12.04 Precise Pangolin was released. This version as some older one, doesn't have the Gnome installed by default so we need to install a package.
$ sudo apt-get install gnome-session-fallback
Logout. Press the gear and choose Gnome Classic.
That is it!