Scaling Data Quality With Unsupervised Machine Learning Methods

10:40 - 11:10 DATA GOVERNANCE THEATRE SCALING DATA QUALITY WITH UNSUPERVISED MACHINE LEARNING METHODS WEDNESDAY 20 SEPTEMBER 2023 SPEAKER: VICKY ANDONOVA, ANOMALO Companies are utilizing rules and metrics to monitor data quality, but they’re tedious to set up and maintain. Vicky will present a set of fully unsupervised machine learning algorithms for monitoring data quality at scale. Which require no set up, catch unexpected issues and prevent alert fatigue by minimizing false positives. At the end of this session, participants will be equipped with insight into unsupervised data quality monitoring, its advantages and limitations, and how it can help scale trust in your data.