When we approximate some other distribution using the Normal distribution. For example, if we have tossed 100 coins and counted the number of heads, this is strictly a Binomial distribution; however, we might approximate this by a Normal distribution with mean (μ) of 50 and standard deviation (s.d., σ) of 0.05.