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What you can do with AI Learning Guide

A desktop and browser app with 51 hands-on labs that teach how modern AI works, from ML basics to transformers, RAG, agents, fine-tuning and quantization.

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Fazmin/AILearningGuide on GitHub

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What do you want to do?

4 use cases

  • Learn AI basics through 51 labs in a browser

    Work through hands-on AI labs in the browser with no install and check understanding at each lab's end.

    View prompt
    Using the Fazmin/AILearningGuide repo, open https://fazmin.github.io/AILearningGuide/ in a browser, choose Simple reading mode, and complete lab 1 by following its "Try this" hint and checkpoint. Expected output: lab 1 marked complete. Verify the home screen progress now shows lab 1 as done.

  • Run the desktop app locally for a study group

    Clone the repo and run the Tauri desktop app so a group can use every feature, including the local AI guide.

    View prompt
    Clone https://github.com/Fazmin/AILearningGuide into a <target-folder>, run npm install and then npm run tauri dev. Expected output: the Discover AI desktop window opens with the home screen. Verify the home screen shows the six groups of labs.

  • Add a new lab to the Discover AI app

    Generate a lab folder with the project script, then run the checks before opening a pull request.

    View prompt
    In a local clone of Fazmin/AILearningGuide, run npm run new:module -- <lab-name> and then npm run check:modules. Expected output: a new folder under src/modules/<lab-name> and a passing module check. Verify that npm run check reports no errors before any commit.

  • Set up an offline AI guide for lab questions

    Download the small local model in Settings so the guide answers lab questions without sending text off the computer.

    View prompt
    In the Discover AI desktop app, open Settings, set up the Local model, then open lab 1 and click Ask the guide. Expected output: a reply from the local guide about lab 1. Verify that the reply appears without an API key being entered.

How to use AI Learning Guide

  1. Check you have what it needs: A modern web browser for the hosted version, with no install needed; For the desktop or local setup: Node.js 20.19 or newer (22 or newer is best) and Git; For the desktop app build: Rust and the Tauri prerequisites for your system.
  2. Open Fazmin/AILearningGuide on GitHub and read the README and license.
  3. Open https://fazmin.github.io/AILearningGuide/ in your browser.
  4. Pick Simple, Plain or Standard reading mode from the welcome tour or the top bar.
  5. Open lab 1 from the home screen and follow the steps, using the "Try this" hint.
  6. Read the Learn panel, then take the checkpoint at the end of the lab.

These steps come from our top use case, Learn AI basics through 51 labs in a browser, which also has a copy-paste agent prompt.

AI Learning Guide alternatives · Best AI repos for Research

About this repo

Requirements

  • A modern web browser for the hosted version, with no install needed
  • For the desktop or local setup: Node.js 20.19 or newer (22 or newer is best) and Git
  • For the desktop app build: Rust and the Tauri prerequisites for your system
  • For the optional local AI guide: about 1.3 GB of disk space for the Qwen3.5 2B model
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Questions about AI Learning Guide

What is AI Learning Guide?

A desktop and browser app with 51 hands-on labs that teach how modern AI works, from ML basics to transformers, RAG, agents, fine-tuning and quantization. It is an open-source project on GitHub: https://github.com/Fazmin/AILearningGuide.

Who is AI Learning Guide for?

Students, teachers and self-learners who want to understand AI by playing with small interactive models instead of reading theory alone.

What can I do with AI Learning Guide?

4 use cases so far, for example: Learn AI basics through 51 labs in a browser; Run the desktop app locally for a study group; Add a new lab to the Discover AI app. Each has steps and a copy-paste agent prompt.

What do I need to run AI Learning Guide?

A modern web browser for the hosted version, with no install needed; For the desktop or local setup: Node.js 20.19 or newer (22 or newer is best) and Git; For the desktop app build: Rust and the Tauri prerequisites for your system; For the optional local AI guide: about 1.3 GB of disk space for the Qwen3.5 2B model.

What are alternatives to AI Learning Guide?

Other hot AI repos in Research: Scientific Agent Skills, Speaker Mem R1, DSH Council, Evo Bot, AI Engineering Course.

Is AI Learning Guide safe to run?

Deduped does not own, audit or vouch for it. Read the README and license, run it on your own systems first and review every command before you run it.