In recent years, the use of data science and machine learning methodology has increased dramatically in domains such as engineering, physical sciences and social sciences. It is imperative that the next-generation of undergraduate and graduate students from these disciplines are introduced to the various ways in which large amounts of data are handled, visualized, and analyzed to glean important insights into physical and social phenomena. In this workshop, a high-level introduction to machine learning will be provided. Participants in the workshop will be exposed to online tools to aid in teaching and learning machine learning. A short hands-on example will be covered to demonstrate a pipeline for developing machine learning models.Presented by Dr. Jindal Shah, an Associate Professor in the School of Chemical Engineering at OSU.