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What is Synthetic Data Generation

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Answer

Synthetic data generation uses generative AI to create artificial data that mimics the patterns of real data, often used when real data is limited or sensitive.
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

Generative AI topics: Introduction to Generative AI Generative Adversarial Networks (GANs) Variational Autoencoders (VAEs)
All 7 Synthetic Data Generation questions