What is synthetic data?

While synthetic data can mean many things, Gretelā€™s definition of synthetic data is artificial data created from training a machine learning model to re-create a source dataset. The synthetic model outputs artificial data that contains many of the insights and correlations of the original data without memorizing any records from the original data.