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Module 2 · LLMs, Prompt Engineering & Context Engineering

Prompt Engineering Fundamentals: lessons

Clear instructions, examples, step-by-step reasoning and structured output — proven techniques, no incantations.

4 lessons · 58 min

What this module teaches, what it asks of you first and how you practise it are on its syllabus page.

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  1. Clear Instructions and Roles

    14 min

    Writing a prompt like a brief for a brilliant new colleague with no context.

    Included with the track

  2. Few-Shot Examples

    14 min

    Choosing examples that teach the pattern rather than get copied verbatim.

    Included with the track Simulation inside

  3. Reasoning and Chain-of-Thought

    14 min

    When asking the model to think step by step helps, and when it only adds tokens.

    Included with the track

  4. Structured Output

    16 min

    JSON, schemas and validation so model output can be consumed by code.

    Included with the track