Role Of Synthetic Data In Data Science
Introduction Data drives every modern system. Models learn from data. Decisions depend on data. Yet real data creates many problems. It can be scarce. It can be biased. It can expose private details. It can break compliance rules. Synthetic data solves many of these issues. It replaces or augments real datasets with artificially generated samples. These samples follow the same statistical...
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