In this article we discuss the use of RapidMiner, a data science software platform, in a Database Management Systems course. For further understanding of the database and the skill learned, students are given an assignment to complete, to not only use another software beside SQL Server Management Studio but also translate their findings in a more visualized format. In this assignment students will use RapidMiner to execute queries and then perform visualization in order to answer business questions. Survey shows that after completing the assignment, students felt more confident when faced with data analytics problems. In conclusion and analysis of the project, the use of RapidMiner technique, proves significant.