Generative AI · intermediate · concept 109 of 176
Synthetic Data
Artificially generated data that mimics real-world data. Used when real data is scarce, expensive, or privacy-sensitive. GANs and diffusion models can create realistic synthetic training data.
Key terms
Data augmentationPrivacy-preservingDistribution matching
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Videos
▶ What is Synthetic Data? No, It's Not "Fake" Data ↗
IBM Technology · YouTube
▶ Synthetic Data Generation for Smarter AI Workflows ↗
IBM Technology · YouTube
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