AidData's Seth Goodman examines machine learning in leveraging spatial data for development. His talk focuses on using satellite imagery and machine learning to measure socioeconomic and environmental indicators, evaluating project outcomes using hybrid econometric and machine learning techniques, and leveraging computation to improve transparency in development projects.