Intensive longitudinal data (ILD) have frequent, repeated measurements over time. New technologies (smartphones, fitness trackers, Internet of Things) generate large amounts of ILD relevant to social, health, and behavioral research, but questions have grown about how these data should be analyzed. This talk shares highlights from a UCI workshop with experts at the cutting edge of ILD analytical methods and introduces a website to help researchers work with ILD.