@wolfman has written a comprehensive tutorial which is appropriate for most folks. If you're like me and already have en older Ubuntu version installed and are upgrading to a new version connecting via USB isn't required.
My network printer was identified correctly upon first reboot after install.
I noticed HP status service was missing. I installed HP Linux Printing and Imaging - GUI utilities (Qt-based) [hplip-gui] using Synaptic.