Alternatives to GANs

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Skills You'll Learn

GANs Alternatives, Probability & Statistics, Pros and Cons of GANs, Problem Solving, Machine Learning, Bias in GANs, Artificial Neural Networks, Deep Learning, GAN Evaluation, StyleGANs, Computer Vision, General Statistics, Statistical Programming, Machine Learning Algorithms, Python Programming

Reviews

4.7 (678 ratings)

  • 5 stars
    77.72%
  • 4 stars
    14.45%
  • 3 stars
    5.01%
  • 2 stars
    1.62%
  • 1 star
    1.17%

GJ

Sep 30, 2020

Very good course! Helpful to understand evaluation metrics and details of Style GAN. It was also super cool to have the bias section that is not as well known as the others. Loved it!

AB

Mar 24, 2021

Great material...but the stylegan code implementation requires more video material. Instead adding one more week for ProGan part before stylegan would be helpful for the learners.

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

  • Sharon Zhou

    Sharon Zhou

    Instructor

  • Eda Zhou

    Eda Zhou

    Curriculum Developer

  • Eric Zelikman

    Eric Zelikman

    Curriculum Engineer

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