Health literacy includes a patient’s ability to obtain, process, comprehend, and communicate basic health information. Enhancing health literacy via the distribution of health information is among the most cost-effective and efficient methods of enhancing population health. We seek to explore and investigate the use of machine learning to improve health literacy.