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AI & Automation

Generative AI for Beginners

Move from first principles to a small generative feature you can explain to a colleague.

9 lessons12 minBeginner

Overview

Move from first principles to a small generative feature you can explain to a colleague.

  • 9 lessons
  • 12 min
  • Beginner

Curriculum

3 modules

  1. 1

    Generative AI fundamentals

    • What generative AI is and isn't8 min
    • LLMs, text, images and audio9 min
    • Responsible use from day one8 min
  2. 2

    Prompting and related technologies

    • Prompt engineering basics9 min
    • RAG and grounding LLMs10 min
    • Tool use and AI agents10 min
  3. 3

    Building your first AI app

    Includes hands-on lab
    • Choosing a model and API9 min
    • Designing the user flow8 min
    • Lab: ship a small generative app16 min

Open sources & licenses

This curriculum is an original outline informed by these openly-licensed resources.