Wolfram MathWorld
This site is the be all and end all of math sites. You'll be geeking out for hours on this site if you have a love of math. It is choc full of formulas and diagrams, some of which are interactive. It is mind-boggling when one considers the range of topics this site covers, no matter how simple or complex. And they don't skimp on the details either, with each concept (at least those I've read) thoroughly and clearly explained while keeping technical verbosity to a minimum. That being said, one still has to be familiar with mathematical terminology, thankfully each and every one is described (via links) and examples provided.
I also found a cool open source math tool that is great for building visual aids for math concepts:
GeoGebra
Once you download and install the tool, you can use it to create you own interactive applications to illustrate mathematical concepts and problems. There is this one site owned by Micheal Horvath with a number of .ggb files available for download. Check them out at:
http://www.geocities.com/Area51/Quadrant/3864/sketchpad.htm
I have used his .ggb files on Bezier curves to clarify the concepts. I have a far better grasp of Bezier curves now than I ever did before.
I encourage anyone even remotely interested in math to check these sites out. You won't be disappointed.
Edit:
This just in

