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Data science

Comprehensive Data Cleaning for AI and ML

Learn to prepare tabular data for AI and ML with an end-to-end data cleaning workflow.
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How to safely work with another company's data

Data sharing is central to modern business but entails risks. Synthetic data can enable data sharing while reducing the risk of privacy-compromising linkage attacks.
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Copyright © 2022 Gretel.ai

Red Teaming Synthetic Data Models

How we implemented a practical attack on a synthetic data model to validate its ability to protect sensitive information under different parameter settings.
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Copyright © 2022 Gretel.ai

The Evolution of Gretel's Developer Stack for Synthetic Data

Some of our newest product and technology initiatives that will ensure the Gretel platform continues to grow and evolve with the needs of modern data consumers.
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Copyright © 2022 Gretel.ai

Measure the Quality of any Synthetic Dataset with Gretel Evaluate

Assessing the efficacy and quality of synthetic data with Gretel Evaluate API.
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Copyright © 2022 Gretel.ai

How to Generate Synthetic Data: Tools and Techniques to Create Interchangeable Datasets

Synthetic data is algorithmically generated data that mirrors the statistical properties of the dataset it’s based on. Learn how to make high-quality synthetic data.
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How accurate is my synthetic data?

Gretel’s new synthetic report is here, featuring a high-level score and metrics to help you assess the quality of your synthetic data.
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Generate synthetic data in 3 lines of code

Learn the simplest way to generate synthetic data without setting up your own infrastructure and GPUs.
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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).
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Evaluating Data Sampling Methods with a Synthetic Quality Score

An evaluation of the effect of sampling procedures on the quality of synthetic tabular data using Gretel.ai's Synthetic Quality Score (SQS).
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