Leveraging Machine Learning for Enhancing Data Quality
Organization
AS SEB Pank
Abstract
What are world-class techniques for using machine learning to monitor and improve data quality? Rule-based quality checks for different data points might improve data quality, but it’s a rather endless attempt to foresee all possible data errors. Therefore, we aim to use an ML toolkit to find patterns where data should be improved. The work should be more theoretical, bringing up worldwide examples, but also highlighting what should be considered if any of the proposed methods are to be used. Read more:
https://www.dataversity.net/transforming-data-quality-with-machine-learning/
https://www.dataversity.net/transforming-data-quality-with-machine-learning/
Graduation Theses defence year
2024-2025
Supervisor
Lennart Kitt
Spoken language (s)
Estonian, English
Requirements for candidates
Level
Masters
Keywords
Application of contact
Name
Kristina Lillo
Phone
E-mail