Do Google search and you will find plenty of books and videos on how to learn to play by ear, (It can be taught to most people but it requires effort) however a good understanding of Music Theory (Chords etc.) helps, along with knowing (Or having quick access to) the circle of fifths.

Some people are just naturals, however in most cases they have problems learning to read music. (If you can do both you are laughing)

Bill