Welcome to Course 2

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View Syllabus

Skills You'll Learn

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

Reviews

4.7 (568 ratings)

  • 5 stars
    77.46%
  • 4 stars
    14.61%
  • 3 stars
    4.92%
  • 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 1: Evaluation of GANs

Understand the challenges of evaluating GANs, learn about the advantages and disadvantages of different GAN performance measures, and implement the Fréchet Inception Distance (FID) method using embeddings to assess the accuracy of 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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