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Evolution of the Data Quality Space - Show

By Chris Detzel posted 05-24-2022 09:57


In this Reltio Community Show, Chris Detzel, Director of Customer Community and Engagement will interview @Michael Burke, Senior Director of AI/ML at Reltio in a series of questions about Data Quality and MDM. In our conversation with Michael, we discuss his team’s recent research on data quality.

We discuss the relationship between traditional data quality systems and the current trend of leveraging artificial intelligence. We will also will dig into the advantages of having both a data quality platform and MDM be part of the same system.

Some of the Interview questions:

  • Share a little bit about your background and how you came to work in machine learning?
  • What is data quality and why is it useful?
  • How does traditional DQ differ from current trends?  
  • What are the benefits of having both MDM and data quality in the same system?  
  • What are some of the areas that todays technology struggles to solve?
  • Does having more data mean I can generally answer harder questions?
  • What are some of the common pitfalls data stewards run into when they are starting to improve data quality? 
  • Where do you see Data Quality heading?
  • Where does AI and ML play within the DQ Space?