Data Management for Machine Learning Systems
Master Program, University of Münster, Department of Information Systems, 2021
Machine Learning systems are extremely impacted by data quality and volume, where data access is generally a bottleneck (i.e., moving data around is costly). Since common ML systems architectures are inspired by DB systems, in this seminar we explore how data management techniques have provided effective solutions to make ML reliable and more efficient. Official course website.