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Generative AI and AI Tools

Use generative AI tools effectively, safely and productively.

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Course overview

Learn how large language models work at a practical level, how to write effective prompts, and how to apply AI tools to study, work and software development.

What you will learn

  • Explain what generative AI can and cannot do
  • Write clear prompts and evaluate output
  • Use AI tools responsibly with data privacy in mind
  • Build a simple AI-assisted workflow

Syllabus

  1. Module 1: Foundations

    • How LLMs work
    • Capabilities and limits

  2. Module 2: Prompting

    • Structure
    • Examples
    • Evaluation

  3. Module 3: Responsible use

    • Privacy
    • Bias and errors

  4. Module 4: Applied workflows

    • Documents
    • Code assistance
    • Simple automation

Projects and assignments

  • An AI-assisted research workflow
  • A small automation using an AI API

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