Skip to content

Synthetic Data Tutorials

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