EPUB is Electronic Publication in an open book standard developed by International Digital Publishing Forum(IDPF).
Recently I got a EPUB document, so I did a bit exploration about how to read it in Linux/Ubuntu/Debian.
There is software called calibre, which will help us to read EPUB documents.
How to install calibre:
You can install calibre with apt-get as shown.
$ sudo apt-get install calibre