Docker interferes with network

I am installing Docker (CE) for the first time on CentOS 7 and it is interfering with network causing problems. My office network also is on 172.17.x.y and it seems to conflict with its own thereby preventing connectivity to the server running docker itself!

I have gone through and still unsure as to what I should do to fix the problem. Any suggestions would be appreciated.

Thanks in advance.

The solution was simple. Create the following file called /etc/docker/daemon.json

    "bip": ""