From helping doctors prescribe medications to spotting abnormalities in medical images, there are many ways that machine learning can assist in building better precision medicine. However, many people who know machine learning still struggle when working with medical data. This talk will mention some ways to get the most out of your medical data, with a focus on dealing with missing data.