Summary
In this chapter, we explored synthetic data and its evolution. We learned about the main types of synthetic data. In this chapter, we also discussed the key data augmentation techniques to enrich a limited real dataset for images, audio, and textual data.
In the next chapter, we will bring to light how synthetic data is being used as a solution for problems such as privacy and data scarcity. Additionally, we will learn why it is better in terms of cost and why it is a revolutionary solution for rare and limited real data.
