Chevron is a global energy corporation primarily involved in oil, natural gas, and geothermal energy production. They use machine learning and data science to optimize operations, including predictive maintenance of equipment, reservoir management, and improving the accuracy of oil and gas exploration. Chevron also leverages data analytics to enhance decision-making, reduce operational costs, and improve safety protocols.