Variance

• Variance is the average degree by which a point differs from mean

[!def] Formula of Variance
$$
\sigma = \frac{\sum (x-\mu)^2}{N}
$$

• Variance is calculated using all the points from Population
• But we dont have access to all the points, we calculate it from sample dataset, which is known as Estimated Variance