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Engineering
Contextual Anonymization for GPS Data in SDV
GPS data is often PII but anonymizing GPS data while preserving useful context is difficult. Learn about the challenges and how we solved them in this post.
Engineering
Improving synthetic data up to +40% (without building new ML models)
See how we improved synthetic data without modifying the generative algorithms or affecting performance.
Engineering
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.
Engineering
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.
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