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Gretel Blog
Learn more about Synthetic Data from Gretel experts – engineers, data scientists and our AI research team.
How to use Gretel’s new entity stream
How to use Gretel’s new entity stream
We recently launched our new entity stream view in Gretel Cloud. See how you can view record streams from tagged entities in your data projects.
Product updates
Gretel Cloud
Fast data cataloging of streaming data for fun and privacy
Fast data cataloging of streaming data for fun and privacy
Learn more about how Gretel's REST APIs automatically build a metastore that makes it easy to understand what is inside of your data.
Privacy
Data
README.V2
README.V2
We founded Gretel based on our beliefs that data shouldn’t be scary.
Data
Data science
Machine Learning
Open Source
How we accidentally discovered personal data in a popular Kaggle dataset
How we accidentally discovered personal data in a popular Kaggle dataset
Learn about new features in Gretel, and how those features enabled us to discover personally identifiable information (PII) in a popular Kaggle dataset.
Data
Machine Learning
Compliance
Data science
Innovating With FastText and Table Headers
Innovating With FastText and Table Headers
Look at how FastText word embeddings can help to quickly understand new datasets, and build more consistent labels for your own data.
NLP
Machine Learning
Open Source
Data science
Gretel Synthetics: Introducing v0.10.0
Gretel Synthetics: Introducing v0.10.0
Explore how to create a batch interface with the latest version of Gretel Synthetics on Google Colaboratory.
Privacy
Machine Learning
Synthetics
AI
Automated Data Exposure Detection with Gretel Outpost
Automated Data Exposure Detection with Gretel Outpost
Gretel Outpost is a free integration architecture that automates the steps that a security team would take in assessing the risk or exposure to data.
Privacy
AI
NLP
Security
Contact Tracing: Deep Dive & Simulation
Contact Tracing: Deep Dive & Simulation
We decided to examine the privacy preserving capabilities of the Contact Tracing proposal, how it would be implemented, and what privacy concerns exist.
Privacy
Python
Deep dive on generating synthetic data for Healthcare
Deep dive on generating synthetic data for Healthcare
Take a deep dive on training Gretel’s open-source, synthetic data library to generate electronic health records that protect individual privacy (PII).
AI
Data science
Synthetics
Privacy
Healthcare
Create artificial data with Gretel Synthetics and Google Colaboratory
Create artificial data with Gretel Synthetics and Google Colaboratory
Use Gretel Synthetics and Colaboratory’s free GPUs to train a model to automatically generate fake, anonymized data with differential privacy guarantees.
Machine Learning
Privacy
AI
Synthetics
Using generative, differentially-private models to build privacy-enhancing, synthetic datasets from real data.
Using generative, differentially-private models to build privacy-enhancing, synthetic datasets from real data.
We’re going to train and build our synthetic dataset off of a real-time public feed of e-bike ride-share data called the GBFS (General Bike-share Feed)
Machine Learning
AI
Privacy
Data science
Gretel.README
Gretel.README
At Gretel, we realized that we can apply machine learning, synthetic data, and formal reasoning to offer provable privacy guarantees for data.
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