A call to the college days: the Student's T-Distribution comes about when you try to estimate the mean of a normal distribution, but the sample size is small and you don't know the standard deviation. It's a continuous probability distribution, and as n (the sample size) approaches the size of the population from which the sample was drawn, the more it starts to resemble the normal distribution for that population.