No. You can play the full game without ever connecting to Facebook. However, there are certain advantages of connecting to Facebook, such as:

You’ll be able to synchronize your progress from Facebook to your mobile and vice versa. If you play while connected with Facebook, your progress will be stored on your Facebook account and will not be lost.

You can also compete with friends on the daily leaderboard and participate in the weekly tournament.