As of Ubuntu 19.04, you no longer use /etc/resolv.conf
for DNS servers.
Instead, edit /etc/systemd/resolved.conf
and add DNS=8.8.8.8 8.8.4.4
(for example). Not this list must be space-delimited and not comma-delimited.
Then, run systemctl restart systemd-resolved.service
to apply your changes.