Topic 1 Question 55
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?
Generative adversarial network (GAN)
XGBoost
Residual neural network
WaveNet
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コメント(8)
A. Generative adversarial network (GAN) Correct answer. 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.
👍 3SolutionArch252024/11/06- 正解だと思う選択肢: A
100% A - GANs are specifically designed to generate synthetic data that closely resembles real data. This aligns perfectly with the company's requirement.
👍 3Blair772024/11/12 - 正解だと思う選択肢: A
should be A
👍 2WinnieS2024/11/09
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