Cave Diving - The Extreme of the Extreme

When you hear the word cave diving, what do you think of? Is it one of divers who go into dark gloomy caves trailing a rope or string so they can find there way back? Then one of that looks awesome how can I do it. You may even ask yourself what exactly is cave diving.