This report discusses the use of data mining techniques for the prediction of employees' performance in an organization. It covers decision tree approach, CRISP-DM model, classification technique, association technique, and more. The report emphasizes the importance of data pre-processing and preparation by clustering of the dataset. It also includes a table of variables related to employees' performance.