An Introduction to Synthetic Data

In this chapter, we will define and introduce synthetic data. We will briefly explore the history and evolution of synthetic data. Then, we will introduce the main types of synthetic data and the basic data augmentation approaches and techniques.

In this chapter, we’re going to cover the following main topics:

• What is synthetic data?
• History of synthetic data
• Synthetic data types
• Data augmentation