How to pull database from Amazon Server without phpMyAdmin access?

Hi there,
My website is hosten on an amazon server and unfortunately I do not have access to the phpMyAdmin which was setup for the database.
I do however have the Amazon server key and I'm sure I have the other details required to access it via Terminal.
Is there a way to pull the database from my Amazon server via Terminal (or an internet browser).
Thank you!

See original post by InvestInPixels