A Z-score is a statistical measurement that describes a value's relationship to the mean of a group of values, expressed in terms of standard deviations from the mean. It is a crucial tool in statistics for identifying how unusual or typical a data point is within a normal distribution, aiding in hypothesis testing and anomaly detection.