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Generative AI

Introduction to generative models and AI creativity.

What You'll Learn​

  • What is Generative AI?
  • GANs (Generative Adversarial Networks)
  • VAEs (Variational Autoencoders)
  • Diffusion Models
  • Image generation
  • Text generation

Prerequisites​

  • Deep Learning basics
  • Neural network understanding

Course Duration​

Approximately 1.75 hours

Types of Generative Models​

GANs​

  • Generator and Discriminator
  • Training process
  • Applications: image synthesis, style transfer

Diffusion Models​

  • Stable Diffusion
  • DALL-E
  • Midjourney concepts

Text Generation​

  • Language models
  • GPT architecture
  • ChatGPT and Claude

Next Steps​

Learn about Large Language Models in depth!