The document discusses variance as a measure of the amount of variation of a random variable from its expected value. It provides examples such as the variance of rolling a six-sided die, which is , and the variance of tossing a coin twice and counting the number of heads, which is 1. Variance takes into account all possible values and their probabilities rather than just the extremes.