However, it will consume lots of our valuable time. Variance is mainly used in descriptive statistics, statistical inference, hypothesis testing, the goodness of fit, and Monte Carlo sampling, etc. It is one of the most popular “measures of spread,” which is used to define how data points are varied from a particular data point. Even if you are new to Statistics or Data Science, you must have at least a brief knowledge about the variance.