The life sciences are in the midst of a data revolution. Cheap and accurate genome sequencing is a reality, advanced imaging is routine, and clinical data is increasingly stored in electronic formats. These innovations — and the massive data sets they produce — have brought us to the threshold of a new era in medicine, one where the data sciences hold the potential to propel our understanding and treatment of human disease.