This course applies statistical learning methods for data mining and inferential and predictive analytics to informatics-related fields. It introduces techniques for exploring and visualizing data, assessing model accuracy, and weighing the merits of different methods for application. This course provides a toolset for transforming complex informatics datasets into actionable knowledge.