Networks

host myserver.com
ping myserver.com
^ Host works and ping doesn't

Reason bad DNS server.
check /etc/resolv.conf for DNS server

run host myserver.com dns.server.that.actually.works

Culprit: Often NetworkManager

Launch network manager & restart it:
nm-connection-editor
sudo service network-manager restart