This lesson explores the conceptual and mathematical differences between population and sample standard deviation, focusing on the derivation and application of Bessel's correction (n-1) to ensure unbiased estimation. Students will analyze video demonstrations, perform comparative calculations, and conduct a sampling simulation to witness bias in action.