The goal of this workshop is to bring together members of the community from the academic and private sector that are interested in a combination of machine learning and energy landscapes, with emphasis on, but not limited to, the energy landscape of string theory. The program will feature plenary sessions as well as shorter, more specialized talks and time for discussions to explore synergies between these different approaches.