Replacing network cards under Ubuntu: eth0 missing

If you change network adapters and are running Ubuntu you may notice that eth0 no longer exists but your new adapter shows up as eth1, or eth2, eth3, etc. To fix this, just clear the contents of /etc/udev/rules.d/70-persitent-net.rules and reboot.