http://www.amazon.com/Six-Not-So-Easy-Pieces-Helix-Books/dp/0201328429
This book teaches you how relativity works, and why, with math no more sophisticated than the Pythagoraan Theorem. Highly recommended.
In doing the google for it, I noticed torrents for it, so it's possible a video of him presenting this lecture is available somewhere too.