This panel examines the latest trends in machine learning and cloud computing in developing different types of reservoirs, including conventional, offshore, and unconventional. The panel will also discuss how machine learning and cloud computing have been used for environmental cleanup purposes, including reducing flaring and identifying and plugging orphan wells.