R2D3 is an experiment in expressing statistical thinking with interactive design: “In machine learning, computers apply statistical learning techniques to automatically identify patterns in data. These techniques can be used to make highly accurate predictions….Using a data set about homes, we will create a machine learning model to distinguish homes in New York from homes in San Francisco…”