/plushcap/analysis/gretel-ai/transforms-and-synthetics-on-relational-databases

Transforms and Synthetics on Relational Databases

What's this blog post about?

The text discusses two new Gretel notebooks: multi-table transform and multi-table synthetics. These can be used independently or together to anonymize data in a relational database while maintaining referential integrity of primary and foreign keys. The multi-table transform removes personally identifiable information (PII) from the database, while the multi-table synthetics adds another layer of protection by generating synthetic data that maintains statistical properties of the original dataset. Both notebooks are demonstrated using a mock ecommerce relational database. Users can follow along with Gretel's multi-table notebooks available on their GitHub repository.

Company
Gretel.ai

Date published
May 6, 2022

Author(s)
Amy Steier

Word count
1312

Hacker News points
None found.

Language
English


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