The paper analyzes the research background, characteristics and teaching idea of the data-driven mode in medical information literacy education. It discusses the practice forms of the data-driven mode of the medical information literacy education and puts forward the technical conditions of its optimization. On the base of the above it deeply analyzes and constructs the data-driven optimization mode.