Here’s a great web site with some really simple and straightforward information for fitness beginners. It also briefly defines some very common fitness terms. Many of these terms are becoming quite common, but the absolute beginner to fitness may not have a clear understanding of them.
Good starting guide here on The Forty-Year-Old Fitness Virgin blog.