Piano lets you learn several famous songs, but it also offers a novel way of doing this via its Magic Tiles game, in which virtual tiles fall on the keyboard, indicating which keys to play and when.

Though Coldplay broke out with a non-piano song, “Yellow,” Chris Martin’s piano riffs became as identifiable as his vocal ...