Synthetic Data: How do We Manage Them?

Logo
Presented by

Armando Vieira, Data Scientist, Hazy

About this talk

Synthetic data is becoming a prevalent technique to circumvent a major difficulty in organizations: how to manage and share good quality data without disclosing personal and sensitive information? Synthetic data solves this problem by generating fake data while preserving most of the statistical properties of the original data. In this session, we will introduce some metrics to quantify similarity, quality, and privacy.
Related topics:

More from this channel

Upcoming talks (0)
On-demand talks (269)
Subscribers (56867)
Dataiku is the platform for Everyday AI, enabling data experts and domain experts to work together to build data into their daily operations, from advanced analytics to Generative AI. Together, they design, develop and deploy new AI capabilities, at all scales and in all industries. Organizations that use Dataiku enable their people to be extraordinary, creating the AI that will power their company into the future. More than 600 companies worldwide use Dataiku, driving diverse use cases from predictive maintenance and supply chain optimization, to quality control in precision engineering, to marketing optimization, Generative AI use cases, and everything in between.