Generative AI Quiz - Statistics.com: Data Science, Analytics & Statistics Courses

What is Generative AI?(Required)

A type of artificial intelligence that generates new content such as text, images, or music based on training data.

A type of artificial intelligence that only processes and analyzes existing data without creating new content.

A type of artificial intelligence used exclusively for predicting stock market trends.

A type of artificial intelligence focused solely on playing video games.

Which of the following is a popular model architecture used in Generative AI for creating text?(Required)

Convolutional Neural Networks (CNN)

Recurrent Neural Networks (RNN)

Generative Adversarial Networks (GAN)

Transformers

What is a key difference between Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs)(Required)

GANs are used for image classification while VAEs are used for image generation.

GANs consist of a generator and a discriminator, while VAEs consist of an encoder and a decoder.

GANs use transformers for their architecture, whereas VAEs use recurrent layers.

GANs require labeled data for training, while VAEs do not.

What other questions do you have about Generative AI?

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