Carnegie Mellon University is a private, global research university that challenges the curious and hardworking to deliver work that matters. Our extraordinary institution has distinctive areas of excellence and a culture marked by ambition and a deep, practical engagement with challenges facing society. We continue to produce versatile alumni and draw faculty and staff eager to be a part of the university's creative, dedicated and close-knit community. We place emphasis on practical problem solving, interdisciplinary learning, an entrepreneurial spirit, and collaboration.The Machine Learning Department (MLD) at CMU is a leading hub for research and education in artificial intelligence and mach