Kurtosis is a statistical measure that describes the shape of a distribution's tails in relation to its overall shape, indicating the presence of outliers. It helps in understanding whether a dataset has heavier or lighter tails compared to a normal distribution, with higher kurtosis signifying more outliers and potential extreme values.