If you really want to install Go via your package manager, you can install the golang package from the Ubuntu repositories. However, this package is naturally on an outdated version of Go. Also worth mentioning is godeb[1] which can generate and install a .deb of any version of Go for you.
[1]: http://blog.labix.org/2013/06/15/in-flight-deb-packages-of-g...