Skills › Deep Learning

Generative Models

Build GANs, VAEs, and understand diffusion model architecture.

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After this skill you can…

  • Train a GAN on image data
  • Explain the ELBO in VAEs
  • Describe the forward and reverse diffusion process

Prerequisites

Learn this skill (10 videos)

TensorFlow DCGAN Tutorial
Aladdin Persson · beginner
Pytorch Conditional GAN Tutorial
Aladdin Persson · beginner
Geometry-Aware Neural Rendering with Josh Tobin - #360
The TWIML AI Podcast with Sam Charrington · beginner
Drug Engineering
Siraj Raval · beginner