Hoeffding's Inequality is a beautiful inequality used to calculate how far a true, underlying, statistic of a population could deviate from some observed value collected from an IID sample under a given confidence interval.
The confidence interval
The expected value (E[x])
Variable range width
The x axis lower and upper limits
The number of samples you have