Generative AI and LLMs Section 072

Generative AI

LLMs, prompts, RAG and agents — the AI everyone is talking about.

12 of 12 lessons published Three reading levels on every lesson

Start with “What is a large language model?”

Lessons in order

Work top to bottom. Each lesson assumes the one above it.

  1. What is a large language model?
  2. How LLMs actually work
  3. Prompt engineering
  4. Context windows
  5. Temperature and sampling
  6. What is RAG?
  7. Vector databases
  8. Fine-tuning
  9. LoRA
  10. AI agents
  11. Diffusion models
  12. Hallucination

Paths that use this topic

Become an AI Engineer

Build production applications on top of large language models.

11 lessons in order