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Step-by-Step Guide to Creating Synthetic Data Using the Synthetic Data Vault...
Real-world data is often costly, messy, and limited by privacy rules. Synthetic data offers a solution—and it’s already widely used:
LLMs train on AI-generated text
Fraud systems simulate edge cases
Vision models pretrain on fake images
SDV (Synthetic Data Vault) is an open-source Python library that generates realistic tabular data using machine learning....