The Z.TEST function in Excel is a statistical tool used to determine the probability of obtaining a result at least as extreme as the one observed, assuming a normal distribution. It can be applied to a data set to evaluate if the mean of that data significantly differs from a specified value. This guide provides an overview of the function, including its syntax, examples of usage, and error handling.