Which type of model can the company use to meet this requirement?

A company is building an application that needs to generate synthetic data that is based on existing data.

Which type of model can the company use to meet this requirement?
A . Generative adversarial network (GAN)
B . XGBoost
C . Residual neural network
D . WaveNet

View Answer

Answer: A

Explanation:

GANs are a type of model specifically designed for generating synthetic data. They consist of two neural networks―a generator and a discriminator―that work together to produce data that mimics the patterns of the original dataset.