Johns Hopkins All Children’s Hospital in St. Petersburg, Florida, has among the largest collections of pediatric vital sign data in the country with more than 150 terabytes of data. Luis Ahumada, Ph.D., founding director of the Center for Pediatric Data Science and Analytic Methodology, discusses the hospital’s substantial investment in data science and predictive analytics designed to improve children’s lives through clinical care and research.