How to Build a Synthetic Data Generation Tool with Python and Faker
Introduction The Need for Synthetic Data In today’s data-driven world, having access to vast amounts of data is crucial for developing and testing software applications, especially machine learning models. However, obtaining real data can be challenging due to privacy concerns, limited availability, or cost. This is where synthetic data comes into play. Synthetic data is…