Tutorials

Welcome! We’re excited to share our repository of tutorials with you, which will help you explore and validate the benefits of synthetic data. Simply clone the repository to your own environment and run it locally via Jupyter Lab, or make it even easier and run each tutorial directly on Google’s cloud resources via Colab. Let’s get started!

Tutorial	Colab link
Validate synthetic data via Train-Synthetic-Test-Real
Explore the size vs. accuracy trade-off for synthetic data
Rebalance synthetic datasets for data augmentation
Conditionally generate synthetic (geo) data
Explain AI with synthetic data
Generate synthetic text
Perform multi-table synthesis
Develop a fake or real discriminator with Synthetic Data
Close gaps in your data with Smart Imputation
Calculate accuracy and privacy metrics for Quality Assurance