Synthetic Data: How do We Manage Them?

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 (265)
Subscribers (55679)
Dataiku is the world’s leading platform for Everyday AI, systemizing the use of data for exceptional business results. Organizations that use Dataiku elevate their people (whether technical and working in code or on the business side and low- or no-code) to extraordinary, arming them with the ability to make better day-to-day decisions with data. More than 450 companies worldwide use Dataiku to systemize their use of data and AI, driving diverse use cases from fraud detection to customer churn prevention, predictive maintenance to supply chain optimization, and everything in between.