TutorialsA part of Coaley Peak®
Learning path5 steps

Build with AI

A hands-on route for developers and technical staff: how the technology actually works, how to set up your environment, and how to start building with AI tools responsibly.

Who it’s for: Developers, analysts and technical staff who want to get hands-on with AI rather than just use a chatbot.

Intermediate
5 tutorials4 hoursCertificate on completion

£329FREE*

*Until August 2026

Subsidised by Coaley Peak®

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Certificate

A certificate on completion

Finish all 5 tutorials in this path to earn a free certificate you can share with employers.

The sequence

Tutorials in this path

Work through each tutorial in order to build your knowledge step by step.

  1. 1
    Beginner6 min

    How Large Language Models Work (Simple Explanation)

    A plain-English explanation of how large language models like the AI assistants people use every day actually work. No technical background needed.

  2. 2
    Beginner5 min

    AI vs Machine Learning vs Deep Learning: What's the Difference?

    Understand the difference between artificial intelligence, machine learning, and deep learning. Clear definitions with real-world examples.

  3. 3
    Intermediate7 min

    Setting Up Python for AI Development

    A step-by-step guide to setting up Python on your computer for AI and machine learning projects. Covers installation, virtual environments, and key libraries.

  4. 4
    Beginner6 min

    Best AI Tools for Beginners in 2026

    A beginner-friendly overview of the best AI tools available in 2026. Find the right tool for writing, images, productivity, and learning.

  5. 5
    Beginner6 min

    How to Write Better AI Prompts

    Practical tips for writing prompts that get better results from any AI assistant. Improve your AI output with these simple techniques.

Recommended next

Take your team further: Responsible AI in Practice

When you’re ready to go hands-on, this in-person day builds on what you’ve learned here — on-site and shaped around your own team, tools and the UK rules you work under.

View the course
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Start with the first tutorial

Work your way through at your own pace. Every tutorial is free, and you earn a certificate when you complete the path.

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