Understanding the Concept of Synthetic Data and Its Applications
Synthetic data refers to information that is artificially generated rather than collected from real-world events. It mimics the statistical properties and structure of actual data but is created using algorithms, simulations, or generative models. Unlike anonymized or masked data, which originates from real datasets, synthetic data is born entirely from computational models. This means it…