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Two containers on different machines network issue

I am new to docker and trying to learn networking in docker containers.
I have two docker containers one is running on ubuntu mate odroid board and another one is running in a VM on a different machine. I need these two docker containers to talk each other through socket programming.
When I ping server from odroid board it prints unreachable host.

Thank you help is highly appreciated.