This document explains the normal distribution in statistics, covering its properties, standardisation, and use of Z-scores to find probabilities. It includes worked examples on calculating probabilities, estimating mean and variance, and interpreting areas under the curve. It also introduces normal approximation to the binomial distribution with continuity correction, highlighting practical applications in problem-solving.