LLM Fundamentals in 3 Days
Understand how large language models actually generate text, and what that means for your work.
Who it's for: Knowledge workers who use AI assistants daily but cannot explain how they work. No coding or advanced math required.
In three learning days you'll be able to
- Explain, step by step, how an LLM turns your prompt into a reply.
- Read the architecture diagram of the original Transformer paper and say what each block does.
- Use first principles to explain hallucinations, cost, context limits and inconsistent answers.
- Decide when to use prompting, RAG or fine-tuning, and defend the choice.
Choose your goal
Your tutor will teach towards this goal. You can change it anytime.