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Fixing Your ML Data Blind Spots // Yash Sheth // MLOps Coffee Sessions #102
MLOps.community
Synthetic Data and the Challenges It Faces in Unstructured Data
Synthetic data can often to come to bite you, uh, on the on, on your foot. It really ties to the heuristic that were used to generate the synthetic data. Some customers using galileo as an essential tool in their work flow. They almost get quality checks from in synthetic data for free. If your synthetic data is bad, if it's pulling the motor performance down, within seconds of training your motor you will just see that result up front and find out this issue is coming from a synthetic data.
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