Cover art for podcast Inference: AI business podcast by Silo AI

Inference: AI business podcast by Silo AI

19 EpisodesProduced by Ville HulkkoWebsite

In a world in which everyone is talking about AI, a real track record is hard-earned. Inference dives deep into data driven organizations and their machine learning operations to understand what it means to work with AI. Our guests range from lead data scientists to founders, strategists and enginee… read more


Episode 13: Data monitoring & quality - Patrik Tran, CEO of Validio

Data monitoring & quality - Patrik Tran, CEO of Validio

“We have good quality data” is a phrase spoken by most organizations. Theory and practice differ, however, as Validio approaches data from a different perspective: all data is flawed by nature, and thus our focus should be on monitoring, understanding and tolerating it.

Patrik Tran, PhD, is the co-founder and CEO of Validio, working on a toolkit for data monitoring. With a stellar background in academia and upper management data consultancy, Patrik evangelises a key message: Data is never perfect.

Tune in to learn about the famously mismanaged approach to data quality, difference between academic and practical data quality, how data engineers should be empowered within organizations, and hear Patrik’s three predictions on the future of data monitoring within the next years.

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