Descriptive statistics are used to describe characteristics of an entire population or group, while inferential statistics are used to make inferences about a population based on analysis of a sample. The document provides examples of when to use descriptive versus inferential statistics, such as using descriptive statistics to find the average driving distance for all employees, or using inferential statistics to understand factors influencing all employees to stay by surveying a sample.