AILearningGuide

What is AILearningGuide

AILearningGuide is an interactive desktop application containing 51 experiments covering topics such as machine learning fundamentals, Transformer, RAG, Agent, fine-tuning and quantization.

Key features

• Contains 51 interactive experiments covering topics such as machine learning fundamentals, Transformer, RAG, Agent, fine-tuning and quantization
• Each experiment allows real-time observation of changes by sliding sliders, clicking words or training small models
• Short lesson explanations for each experiment in simple everyday language and professional technical versions
• Supports running directly in the browser with no installation required
• Experiments organised into six learning groups; learn sequentially or jump to topics of interest

Who it is for

Suitable for beginners and developers who want to learn how modern AI works through hands-on experiments and visualisations.

How to get started

1. Visit the GitHub repository https://github.com/Fazmin/AILearningGuide
2. Try the applications directly in the browser with no installation required
3. Watch the video walkthrough to learn how to use it
4. Learn by following the six groups in order or by selecting experiments based on your interests

Compiled from public descriptions on the tool's official website / README / launch page. Pricing and user numbers have not been verified; please check the official website. Some sections were drafted with AI assistance. Written in Chinese and English; other languages are machine-translated.