🎓 Learning Paths

Learn AI at your pace

Pick your level. Get a curated path — plain-English modules, real examples, and a playground to try things yourself.

🌱
Novice
AI is new to me
You've heard the words — ChatGPT, AI, LLM — but want to understand what it actually means and how it affects your life and work.
No jargon 5-min reads Real examples
⚡
Intermediate
I use AI, want to use it better
You've tried ChatGPT or Copilot. You want to get dramatically better results — smarter prompts, real workflows, tools that actually save time.
Prompt techniques Role templates Playground
🚀
Expert
I want to build with AI
You understand the basics and want to go further — APIs, agents, automation pipelines, and what's genuinely possible with today's models.
APIs & SDKs Agents Cost models
🌱 Novice path
Module 1
What actually is AI?
Not robots, not magic. What AI actually does under the hood — in plain English.
📖 5 minFree
Module 2
ChatGPT, Claude, Gemini — what's the difference?
The big AI assistants explained and compared. Which one is actually best for what.
📖 5 minFree
Module 3
What can AI do for my job?
Concrete examples for 10 different professions — not hype, just what's actually useful today.
📖 6 minFree
Module 4
What AI can't do (yet)
Hallucinations, bias, limitations — understanding where AI falls flat so you don't get caught out.
📖 5 minFree
Module 5
Is my job at risk?
An honest, evidence-based look at which roles AI will change and which it won't.
📖 7 min
🔒 Coming soon
Module 6
Staying safe — what not to share with AI
Privacy, data, and what to be careful about when using AI tools at work or home.
📖 5 min
🔒 Coming soon
✨ Playground
Try it yourself
Ask an AI a question and see how it responds. We've pre-loaded some starter prompts for complete beginners — no setup needed.
🔒 Unlocks after Module 2
⚡ Intermediate path
Module 1
Why your prompts aren't working
The most common mistakes people make when talking to AI — and how to fix them immediately.
📖 6 minFree
Module 2
The prompt formula that works every time
Role + Task + Context + Format. A simple structure that dramatically improves every response.
📖 7 minFree
Module 3
Building a workflow — AI as your assistant
How to integrate AI into your daily work. Real workflows for writing, research, and decision-making.
📖 8 minFree
Module 4
Templates for your role
Pre-built prompt templates for 12 professions — just fill in the blanks and go.
📖 10 min
🔒 Coming soon
Module 5
Chaining prompts — multi-step tasks
How to break complex tasks into steps and get AI to work through them systematically.
📖 7 min
🔒 Coming soon
Module 6
Verifying AI output — don't get caught out
How to fact-check AI responses and know when to trust them.
📖 5 min
🔒 Coming soon
✨ Playground
Practice your prompts
A sandboxed environment with pre-loaded exercises. Try the prompt formula, compare results, and see the difference good prompting makes.
🚀 Expert path
Module 1
How LLMs actually work
Tokens, attention, training — a technically honest explanation without the PhD. Know what's happening inside the black box.
📖 10 minFree
Module 2
Calling AI via API
Your first API call to Claude or OpenAI. Authentication, parameters, costs — from zero to working code.
💻 15 minFree
Module 3
Building an AI agent
What agents are, how they loop, and how to build one that actually does useful work.
💻 20 min
🔒 Coming soon
Module 4
RAG — giving AI your own data
How to build a system that answers questions using your own documents, databases, or knowledge base.
💻 20 min
🔒 Coming soon
Module 5
Fine-tuning vs prompting vs RAG
When to use each approach, cost tradeoffs, and what actually makes sense for most real projects.
📖 12 min
🔒 Coming soon
Module 6
Understanding AI cost models
Tokens, pricing, context windows — how to build AI products that don't bankrupt you.
📖 10 min
🔒 Coming soon
✨ Playground
Full API sandbox
Live code environment. Experiment with prompts, parameters, and multi-turn conversations. Compare models side by side.