Meaning of Synthetic Data

Simple definition

Synthetic data is artificially generated data that mimics real-world data but is created through algorithms, rather than collected from actual events or observations.

How to use Synthetic Data in a professional context

It’s used in training machine learning models, especially when real data is scarce, expensive, or sensitive.

Concrete example of Synthetic Data

Synthetic medical data is generated to train a machine learning model for disease prediction without using real patient information.