It's not walking distance... Canberra is really spread out so the walking distances are really long but due to good roads and not much traffic driving distances are short
I'm sure someone wont mind picking you up, I may be able to swing by and get you as I can go past Northbourne with a slight deviation to my usual route, plus then we can cruise though the "City"