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Software Engineering Daily · Aug 17, 2016 · 42 min

Data Validation with Dan Morris

Data Validation is the process of ensuring that data is accurate. In many software domains, an application is pulling in large quantities of data from external sources. That data will eventually be exposed to users, and it needs to be correct. Radius Intelligence is a company that aggregates data on small businesses. In order to ensure that business addresses and phone numbers are correct, Radius uses human data validation to ensure that their machine-gathered data is correct. On today’s episode, Srini Kadamati interviews Dan Morris about human data validation, and how it fits into a machine learning pipeline.

0:00-42:57

transcript

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show notes

Data Validation is the process of ensuring that data is accurate. In many software domains, an application is pulling in large quantities of data from external sources. That data will eventually be exposed to users, and it needs to be correct.
Radius Intelligence is a company that aggregates data on small businesses. In order to ensure that business addresses and phone numbers are correct, Radius uses human data validation to ensure that their machine-gathered data is correct. On today’s episode, Srini Kadamati interviews Dan Morris about human data validation, and how it fits into a machine learning pipeline.