Guide Outdated. New one with EASIER SETUP here:
https://steemit.com/neutron/@oicu8/neutron-automated-cold-wallet-setup-ubuntu-17-04x64

Automated script does all the work. Even syncs to the latest bootstrap for the Blockchain.