9.2.1.1 - Generative Adversarial Networks (GANs)
Enroll to start learning
You’ve not yet enrolled in this course. Please enroll for free to listen to audio lessons, classroom podcasts and take practice test.
Practice Questions
Test your understanding with targeted questions
What does the generator do in a GAN?
💡 Hint: Think about the creation aspect of GANs.
What is the purpose of the discriminator in a GAN?
💡 Hint: Focus on the evaluation process.
4 more questions available
Interactive Quizzes
Quick quizzes to reinforce your learning
What are the two main components of GANs?
💡 Hint: Recall the terms we've discussed regarding GANs.
GANs can be used to create deepfakes.
💡 Hint: Think about the consequences of advanced AI-generated media.
1 more question available
Challenge Problems
Push your limits with advanced challenges
Design a comprehensive experiment using GANs in a specific application, detailing both the generator and discriminator components.
💡 Hint: Think about the specifics of fashion design and how GANs could influence this industry.
Critically analyze a recent news article about the impact of GANs in society, focusing on ethical considerations.
💡 Hint: Consider the broad scope of GANs' influence and their potential misuse.
Get performance evaluation
Reference links
Supplementary resources to enhance your learning experience.