Generative AI › Synthetic Data Generation

What are best practices for Synthetic Data Generation

Advanced

Answer

When working with Synthetic Data Generation, start with a clear goal, test on real data early, keep the approach as simple as possible at first, and follow established practices from the AI community rather than guessing.
Real-world example A hospital uses synthetic data generation to create realistic but fake patient records for testing an AI model without exposing real patient privacy.

Common follow-ups: What is Generative AI, How is Synthetic Data Generation evaluated in practice, What tools are commonly used for Synthetic Data Generation