AI Cheat Sheet

A pink-themed static web app — your quick reference for artificial intelligence terminology, techniques, and real-world applications.

Pages

Page	Content
Home	Overview and quick start
Terminology	20+ key terms from ML, NLP, and model concepts, plus common acronyms
Techniques	Training, alignment, and optimization methods (RLHF, RAG, LoRA, quantization)
Use Cases	AI applications across 12 industries (healthcare, finance, coding, creative work...)
Model Types	Architecture families — LLMs, CNNs, diffusion, GANs, MoE + comparison table
Prompt Guide	7 prompt patterns with templates and best practices
Math & Concepts	Core ideas (attention, loss, sampling) explained simply, plus key formulas

Run Locally

Serve the files with any static file server:

python3 -m http.server 8080

Then open http://localhost:8080.

Podman

Build and run with Podman:

podman build -t alicia-ai-cheatsheet .
podman run -d --name alicai-ai-cheatsheet -p 9090:80 alicia-ai-cheatsheet

Then open http://localhost:9090.

Stop and remove:

podman stop alicai-ai-cheatsheet
podman rm alicai-ai-cheatsheet

Structure

index.html          Landing page
css/style.css       All styles (pink theme)
pages/
  terminology.html
  techniques.html
  use-cases.html
  model-types.html
  prompts.html
  math.html
Dockerfile          Podman container image

License

MIT