Welcome to Week 2

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Skills You'll Learn

Bias in GANs, StyleGANs, Pros and Cons of GANs, GANs Alternatives, GAN Evaluation

Reviews

4.7 (566 ratings)

  • 5 stars
    77.38%
  • 4 stars
    14.66%
  • 3 stars
    4.94%
  • 2 stars
    1.76%
  • 1 star
    1.23%

SA

Jul 18, 2021

Week 2 could explore more into GANs variants, StyleGANs or VAEs rather than focusing only on Bias theory. Overall very amazing course. Week 2 can be improved, I think.

MZ

Mar 12, 2022

This course reignited my interest in and passion about ML. I can hardly imagine the much I dont know that awaits me out there! I can barely wait for the third course!

From the lesson

Week 2: GAN Disadvantages and Bias

Learn the disadvantages of GANs when compared to other generative models, discover the pros/cons of these models—plus, learn about the many places where bias in machine learning can come from, why it’s important, and an approach to identify it in GANs!

Taught By

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    Sharon Zhou

    Instructor

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    Eda Zhou

    Curriculum Developer

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    Eric Zelikman

    Curriculum Engineer

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