![](https://machinelearningweek.eu/wp-content/uploads/sites/21/2024/05/9287-800x800.jpg)
Speakers:
Mastering Data Quality at Experian through the Fusion of Machine Learning and Human Expertise
Date:
Sunday, November 17, 2024
Time:
On demand
Summary:
Data quality plays a pivotal role in AI, especially when dealing with consumer data. Join us as we delve into entity resolution for consumer data, blending modern machine learning and graph-based algorithms with human expertise, to balance automation, high data quality and manual corrections. We will provide a comprehensive overview of our data pipeline, addressing the potential and limitations of vector search, and detailing the challenges of ensuring data quality for billions of records on a daily basis.