Process capability analysis is to predict how well the process will hold the tolerance. It is very useful for assisting product developers and process developers in selecting or designing product/process, evaluating and selecting among competing vendors and determining the bottleneck process in terms of process quality. The paper discusses the statistical properties of Cp and Cpk and process capability analysis based on non-normal data and attribute data. A general flowchart for conducting process capability analysis is also given.