there are plenty of books out there (And on the internet and YouTube) that can teach you how to play by ear, (Although it can be difficult at first) however they all teach basic music theory first so that the you have a base understanding of music, (The circle of fifths is your friend here) so just do a quick Google search if you are interested.

Bill