Introduction to Probability, an introductory book published by the American Mathematical Society, and available as a free download. Released under the GNU Free Documentation License. See also the "additional resources" links on that page.

Everyone needs to understand probability much more than they currently do, myself included. I enjoy acting without thinking as much as the next guy, but for important stuff, proper risk analysis cannot be skimped. See also.