Download all your favourites first, then listen without data or wifi!
On Android, tap the Menu button on the top left-hand side of your screen, go to Settings > Go Offline.
On iOS, tap the My Music icon in the bottom right-hand corner > Menu (•••) in the top right-hand corner > Go Offline. Alternatively, tap the Settings wheel in the top left-hand corner > Go Offline.