Machine Learning for Computational Social Science

Apply classical and cutting-edge machine learning techniques to real-world problems in the social sciences. When used correctly, “machine learning” tools allow individuals to approximate complicated outcomes in the real world. When applied carelessly, however, these tools can generate misleading findings. The course presents a principled approach that adheres to best practices and encourages understanding and transparency.