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Model Architectures · Go deeper

GANs (Generative Adversarial Networks)

Two networks locked in a forger-vs-detective duel — the architecture that first made AI-generated faces photorealistic.

  • 40 min lesson
  • intermediate level
  • Narrated presentation

What you’ll learn

  • Generator vs. discriminator
  • Adversarial training game
  • Mode collapse
  • Training instability
  • StyleGAN and latent space editing
  • GANs vs. diffusion tradeoffs

Inside this lesson

A narrated, slide-by-slide presentation with 1 prediction exercise, 1 knowledge check, 1 video. You answer as you go, and the platform checks your work.

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