The Mann-Whitney U test (also known as the Wilcoxon rank-sum test) is a non-parametric alternative to the independent T-test. It works by ranking all data points from both groups together and then comparing the sum of ranks. It is ideal for data that is not normally distributed or contains extreme outliers.