Generative AI

Teaching models with the examples that have labels.

• Supervised Learning

• Unsupervised Learning

• Reinforced Learning

• None of Above

Given image is an example of which of the following

• Discriminative Learning

• Supervised Learning

• Unsupervised Learning

Random Noise Dataset can be used as input to the:

• Discriminative Model

• Generative Model

Which of the following does not require labelled input?

• Supervised Learning Model

• Unsupervised Learning Model

• Generative Model

• Discriminative Model

Which of the following can produce more predictable output?

• Conventional AI

• Generative AI

Which of the following require more data?

• Generative AI Model

• Conventional AI model

Which of the following is a characteristic of Unsupervised Learning?

• It is used for classification tasks

• It identifies patterns in data

• It requires labeled data

What type of model is typically used for generating new data samples?

• Supervised Model

• Generative Model

• Discriminative Model

Which of the following type of Generative AI can produce fresh data using two networks, one to produce data and second to analyze outcome and compare it to input

• GAN's

• VAE's

• RNN's

Above image is an example of:

• GAN

• VAE

• RNN