STAT 571: Modern Data Mining

Statistical/Machine Learning has been evolving rapidly in the era of big data and provides tools for scientific discoveries and data-driven decision-making. Focusing on methodologies with statistical reasoning, the course brings in a large set of cutting-edge machine learning techniques combined with up-to-date case studies.