Module 11 of 16 · Master: Deep Learning & LLMs

Create with AI: Generative AI

AI that creates! Text, images, music, and art — the future is generative.

25 chapters

What this module covers

Create with AI covers the models that make new content. Students learn what generative AI is, then how text generation and image generation work, including the two big image approaches: diffusion models and GANs (generative adversarial networks).

Later chapters cover style transfer, audio and video generation and multimodal AI that mixes text, images and sound. A chapter on AI art ethics asks who owns AI-made work and how artists are affected, and the module ends with prompt engineering.

Build neural networks, understand transformers, create with generative AI, and learn the tech behind ChatGPT.

Chapter topics

  1. What is Generative AI?
  2. Text Generation
  3. Image Generation
  4. Diffusion Models
  5. GANs (Generative Adversarial Networks)
  6. Style Transfer
  7. AI Art Ethics
  8. Audio Generation
  9. Video Generation
  10. Multimodal AI
  11. Prompt Engineering

Plus 14 more chapters in the app.

Activities

  • AI Art Gallery
  • Prompt Craft Challenge
  • Style Transfer Studio

After this module, students can

  • Explain the difference between a diffusion model and a GAN
  • Write prompts that reliably produce the output they want
  • Discuss the ownership and fairness questions around AI art

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The first 3 chapters are free, no card needed.

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