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Model Architectures · Go deeper

Diffusion Models

How Stable Diffusion, DALL-E, and Midjourney create images from pure noise — by learning to run destruction in reverse.

  • 50 min lesson
  • advanced level
  • Narrated presentation

What you’ll learn

  • Forward noising process
  • Learned reverse denoising
  • Text conditioning via cross-attention
  • Classifier-free guidance
  • Latent diffusion
  • Sampling steps vs. quality

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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