Summary

In this chapter, we discussed the primary challenges of deploying synthetic data. Then, we delved into domain-specific issues. We learned why synthetic data is inherently challenging, especially in fields such as healthcare and finance. Finally, we explored a list of best practices to improve the usability of your synthetic data in practice. Next, we will focus in more detail on enhancing and improving synthetic data usability through synthetic-to-real domain adaptation techniques.