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24 February, 2022
ML Model Development using Synthetic Data Clones
What happens when you train a machine learning model on synthetic data instead of real data? Let's experiment to find out.

25 January, 2022
Building the Unique Combinations Constraint in the SDV
Sometimes, you want to limit the amount of permutations in your synthetic data. Explore the strategies we used for enforcing this kind of logic.

03 January, 2022
The SDV in 2021: A year in review
In this article, we summarize SDV growth – downloads as well as community building – that indicates increasing market demand for synthetic data.

21 December, 2021
How we engineered constraint handling strategies in SDV
The SDV enforces deterministic rules using constraints. What strategies did we use to engineer this ML system? Dive into the details.

01 December, 2021
User input to enhance synthetic data generation
ML models learn some rules out of the box, while other logic requires more work. Which is which? Read more to find out.

16 November, 2021
From fake to synthetic data: Machine learning changes the game
Creating fake data is an old concept -- but machine learning is a whole new ballgame. Learn about why ML is a key ingredient to synthetic data.

19 May, 2021
Your Feedback in Action, Part 2: Data Workflow
After thousands of downloads, see how the synthetic data workflow in the SDV has evolved based on feedback from users.

