A few words about fractals:

An excellent FAQ and a fast way to learn something about Mandelbrot set itself

A brief introduction can be found here.

University of Utah keeps detailed pages on the subject.

And here's where infinite depths of Mandelbrot Set can be explored.

Nonlinear dynamics and chaos:

You can learn more about nonlinear dynamics and chaos theory here.