/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

Language
English

Hacker News points
None found.


By Matt Makai. 2021-2024.