Avoiding Data Leakage in Synthetic Data Projects
Synthetic data offers vast opportunities for machine learning model training without real-world constraints. Yet, beneath this promise lies the risk of…
Read more →YData builds a synthetic data platform that generates artificial tabular datasets designed to mirror the statistical properties of real data, aimed at cases where source data is scarce, sensitive, or imbalanced. The company also publishes the open-source ydata-synthetic and ydata-profiling libraries. YData was founded in 2019 by Fabiana Clemente and Goncalo Martins Ribeiro and raised a $2.7M seed round in 2021 to expand across Europe and the US.
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