The University of Maryland Center for Machine Learning is a multidisciplinary center that uses powerful computing tools to address challenges in big data, computer vision, health care, financial transactions, and more. Research underway includes groundbreaking work in cancer genomics; powerful algorithms to improve the selection process for organ transplants; and an innovative system that can quickly find, translate, and summarize information from almost any language in the world. Gifts to this fund support the Center for Machine Learning activities, enabling cutting-edge developments in machine learning research and realizing the world-changing application of those discoveries.