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Join us for this free 1-hour webinar from GigaOm Research. The Webinar features GigaOm analyst Andrew Brust and special guest, Will Nowak from Dataiku, an Enterprise AI and machine learning platform. In this 1-hour webinar, you will discover:
Why Attend By now, many of us are familiar with the general tenets of data governance: inventorying what data lies where, controlling data access, protecting sensitive data, and documenting all of it. But in the context of machine learning (ML) and artificial intelligence (AI), new governance requirements arise. Beyond identifying sensitive data, we must determine whether it can be analyzed in aggregate and discover if the aggregated data can be de-anonymized. Beyond securing datasets, we must determine who can build ML models on them. In addition to cataloging datasets, we need to monitor changes in them, then alert data scientists to retrain models based on those changes, or do so automatically based on policy. These are just a few examples of AI-specific data governance concerns. |
