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What synthetic data is, how it differs from real and de-identified data, and the trade-offs that come with each.
The main types of synthetic data — tabular, time-series, and unstructured — with how each is generated and where to use it.
Synthetic data is machine-generated data that mimics real data without using real records.
The main approaches to synthetic data generation — rule-based, model-based, simulation, and agentic — and how to choose the right one.