Micro-Course · Generative AI

Prompt Mastery

Beginner 31 min 5 Bytes Generative AI

From 'why doesn't this work' to 'this ships in production'. The five prompt patterns and how to choose between them.

What you'll cover

  • What is an LLM? Tokens, embeddings, attention — the simplest possible mental model.
  • Prompt engineering 101 The five prompt patterns that account for 80% of real-world wins.
  • Prompt patterns that ship Few-shot, chain-of-thought, role, format.
  • Function calling, demystified Why structured tool use beats freeform JSON, with a runnable example.
  • Reliable LLM output parsing Schemas, validators, retries.

Course outline

5 Bytes · 31 min
  1. What is an LLM?Text5 minBeginner
  2. Prompt engineering 101Text6 minBeginner
  3. Prompt patterns that shipText7 minBeginner
  4. Function calling, demystifiedCode-along7 minIntermediate
  5. Reliable LLM output parsingText6 minIntermediate