Data Science, Machine Learning, Artificial Intelligence, Technology, Data.
The challenge lies in creating synthetic datasets that accurately mimic the statistical properties of the original data. Using generative models like CTGAN (Conditional Tabular GAN), businesses can generate synthetic data that preserves statistical properties while maintaining data confidentiality.