See how these randomly-falling balls follow a normal distribution:

Now try rolling some dice to see what probability distribution their sum follows:

Now look at the probabilities for the number of heads when flipping "N" different coins, each of which has probability "p" of coming up heads. What does the probability distribution look like?

This applet list was put together by Jeffrey Rosenthal, who has also written his own applets.