menu
techminis

A naukri.com initiative

google-web-stories
Home

>

ML News

>

Understand...
source image

Medium

4w

read

281

img
dot

Image Credit: Medium

Understanding Synthetic Data: Applications and Use Cases in the Modern Era

  • Synthetic data refers to artificially generated information that mimics the statistical properties of real-world data.
  • It is used in various applications such as data augmentation, bias mitigation, simulation-based training, privacy preservation, medical imaging, fraud detection, risk analysis, personalization, and demand forecasting.
  • Specific use cases of synthetic data include autonomous vehicles, anti-fraud models in finance, medical AI models, e-commerce recommendation systems, and digital twins in manufacturing.
  • Despite its benefits, synthetic data poses challenges in terms of accuracy, validation, and ethical considerations.

Read Full Article

like

16 Likes

For uninterrupted reading, download the app