Hitting the Books

To "hit the books" is to devote yourself to study. This is as opposed to hitting the hay (going to sleep).

Example: "We need to study for our Physics test. We'd better hit the books for a while."

Bonus Example: "I'm going to hit the books for an hour; then I'm going to hit the hay."