Human-in-the-loop Data Management

This class will be a modern take on a traditional database class, covering the basics of dealing with data at scale from a user-centered perspective, over the entire life cycle of data management, ranging from data cleaning, extraction, and integration, to analysis and exploration, to machine learning and collaboration. The class will mix traditional lectures and assignments with student paper presentations and a class project. Experience with programming, a basic understanding of computer systems, data structures, and algorithms expected.