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Introduction to Generative AI Quiz
Welcome to the quiz on Generative AI that covers a wide range of topics from basic concepts to advanced applications in Generative AI. Each question includes a detailed explanation to help you understand both the correct answer and the reasoning behind it. Perfect for beginners and professionals alike, this quiz will enhance your knowledge and expertise in Generative AI.
Let's get started and enhance your Generative AI expertise!
Question 1
Which among the following statement best defines Generative AI?
AI that automates repetitive tasks
AI that can generate new data samples
AI that classifies data
AI that predicts future trends
Question 2
In which of the following application is Generative AI NOT typically used?
Creating art
Producing realistic video game characters
Automating customer service chats
Designing virtual environments
Question 3
What is 'Text-to-Image' generation in the context of Generative AI?
Translating text data into images
Creating images from textual descriptions using AI algorithms
Converting image files into text files
Storing text as images
Question 4
What distinguishes Generative AI from Discriminative AI?
Generative is older, Discriminative is newer
Generative models data distribution, while Discriminative models the boundary between classes
Generative focuses on labeling, Discriminative on generating
Generative is for images, Discriminative for text
Question 5
What is a Generative Adversarial Network (GAN)?
A network for data analysis
A type of neural network architecture for generative modeling
A network for data encryption
A network for fast data processing
Question 6
What is the primary role of the 'discriminator' in a GAN?
To generate new data
To store data
To optimize network speed
To classify data as real or generated
Question 7
What is 'Style Transfer' in Generative AI?
Changing the formatting of a document
A method for transferring files
The technique of replicating the style of one image onto the content of another
A data visualization technique
Question 8
What is 'Deepfake' technology?
A data encryption method
A fake data storage technique
An algorithm for data analysis
The use of AI to create realistic but fake audio or video content
Question 9
What does 'Latent Space' refer to in Generative AI?
A storage space for data
An intermediate representation of data learned by a model
A virtual reality space
The space used for data transmission
Question 10
What is the purpose of 'Autoencoders' in Generative AI?
To encrypt data
To automatically encode text
For dimensionality reduction and feature learning
For accelerating network performance
There are 25 questions to complete.
