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Cooking up synthetic data with Gretel
Practical AI: Machine Learning, Data Science, LLM
Synthetic Data Complements Anonymization Techniques
Synthetic data is a way to take the datus that build a model and kind of let the model generate new records. It doesn't necessarily require you to funnel each record through a certain type of detector or look for p i i, because wee going to learn the som antics of the entire data set. synthetic data generation is not just based on off doing anonymisation because you can kont indo that type of anonymisation without the underlying need for machine learning. And they play hand in hand tosite. For one example, let's say you have really sensitive social security numbers in the source data set. Then you can have that new column in that datus, then send it into
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