The Lab of the Future short course is designed to provide the framework, skills and knowledge to assist participating organizations in the design and implementation of automated laboratory workflows that are tightly integrated with modern AI machine learning strategies. Under the guidance of a skilled instructor, participants will learn topics ranging from analyzing laboratory layouts to selecting optimal machine learning strategies to achieve their goals.