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newsDatabricks·July 26, 2023

Combining Privacy Solutions to Solve Data Access at Scale

Summary

The video demonstrates a privacy technology platform that combines generative AI, differential privacy, and automated policy enforcement to safely provide data access for analytics and machine learning at scale. It showcases how users can query sensitive lakehouse data and train models using synthetic data and privacy-preserving APIs without ever exposing raw underlying records.

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