/plushcap/analysis/gretel-ai/create-artificial-data-with-gretel-synthetics-and-google-colaboratory

Create artificial data with Gretel Synthetics and Google Colaboratory

What's this blog post about?

The text discusses using Gretel Synthetics and Google Colaboratory's free GPUs to train a machine learning model for generating fake, anonymized data with differential privacy guarantees. It mentions new features in Gretel's gretel_synthetics open-source synthetic data library version 0.6.0, such as Google SentencePiece support for unsupervised tokenization and smart_open support to load datasets from various cloud platforms. A walkthrough screencast is provided along with a link to get started creating synthetic datasets in Colaboratory. The text also refers to a previous deep dive on anonymizing precise location data, particularly in the context of scooter ride-share data and partnering with Uber to address privacy concerns in public ride-share feeds.

Company
Gretel.ai

Date published
Sept. 2, 2020

Author(s)
Alex Watson

Word count
148

Hacker News points
None found.

Language
English


By Matt Makai. 2021-2024.