Through their Innovation grant, Peter Hitchcock and Mark Wysocki incorporated Jupyter Notebooks into their Atmospheric Dynamics course. The Jupyter Notebook is an app that allows students to use real forecast data in visualizations, and manipulate those data to explore the impact on forecast flows.