This document summarizes notes from a statistics course on estimation. It covers recapping the distribution of sample means from normal distributions, working through an example estimating the speed of sound, introducing the t-distribution when the standard deviation must be estimated, comparing different estimators based on their bias and variance, and constructing confidence intervals.