Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What are the two main components of a GAN?
💡 Hint: Think about which parts make the network work.
Question 2
Easy
Name one application of GANs.
💡 Hint: What might involve creating fake images or videos?
Practice 4 more questions and get performance evaluation
Interactive Quizzes
Engage in quick quizzes to reinforce what you've learned and check your comprehension.
Question 1
What is the primary function of the Generator in a GAN?
- To generate fake data
- To analyze data
- To improve the Discriminator
💡 Hint: Remember the main function of the Generator.
Question 2
True or False: The Discriminator's role is to create data.
- True
- False
💡 Hint: Think about the roles of the two networks.
Solve 2 more questions and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Imagine you are tasked with designing a new GAN variant for augmenting medical image datasets. Outline your approach and justify the unique features you would integrate.
💡 Hint: Consider the specific needs of the medical field and how GANs can cater to those.
Question 2
Analyze the potential social implications of deploying GAN technology in media and entertainment. Identify both positive advancements and risks involved.
💡 Hint: Think about how the misuse of technology can create societal concerns.
Challenge and get performance evaluation