Future perspectives

We have explored together the potential of synthetic data. It is now your turn to unlock new opportunities and possibilities in the field of ML. I highly encourage you to join synthetic data communities, such as the Mostly AI synthetic data community on Discord (https://mostly.ai/synthetic-data-discord-community) and the Open Community for the Creation and Use of Synthetic Data in AI (https://opensynthetics.com). You can always explore synthetic data generation tools, such as Synthesized (https://www.synthesized.io), Gretel.ai (https://gretel.ai) and Neurolabs (https://www.neurolabs.ai).

In the future, synthetic data is expected to be more diverse, more realistic, cheaper, and easier to generate and utilize. Governments and decision-makers are aware of the huge advantages of synthetic data. Many governments, including the American government, have a clear plan to advance Privacy-Preserving Data Sharing and Analytics (PPDSA) methods (https://www.whitehouse.gov...