Came across a great book for new cooks recently:
Jamie's Food Revolution by Jamie Oliver.
Mostly 20 minute meals with a "wow" factor. This would be a great book to have on hand when a young man wants to impress a date.

Many pictures with a lot of "how to" advice. I think Olivers writing style will appeal to a young reader.
The cook book I always give to recent HS grads:
The Clueless Vegetarian by Evelyn Raab. Simple,frugal, meatless meals without any preaching. Handly little softcover book that won't take too much space in a dorm room/apartment.