Goal paths
Pick the goal, follow the list. Each path puts the right lessons in order and remembers where you are, in this browser only.
Find your path
Three taps and we'll show the one path to follow.
Your path
Pick your answers
Every goal path is an ordered list of lessons with “you are here” and “next lesson” built in.
All 9 paths
Lesson counts and hours are recounted from the syllabus every build. Lessons not out yet say Coming soon.
Use AI at Work
No code. Understand AI, use the best assistants well, write prompts that work and save hours every week safely.
StudentsAI for Students
Free tools first. Learn how AI works, study with it honestly, research with real citations and see which AI jobs fit you.
TeachersAI for Teachers
Plan lessons, give faster feedback and set AI rules students will follow, with free tools and honest limits.
Small business ownersGrow a Business With AI
Answer customers faster, make product content, plan marketing and automate orders, without hiring a developer.
Managers and leadersAI Strategy for Leaders
Non-coder friendly. Know what AI can do, pick use cases, decide build or buy, roll out safely and measure the impact.
Career switchers and graduatesGet an AI Engineering Job
Python, LLM APIs, RAG and agents, then tests, a portfolio and interview prep. The shortest honest route to an AI engineer role.
DevelopersBuild AI Agents and Apps
From your first API call to agents with tools, MCP and multi-agent teams, then a real app with login, streaming and deploy.
AnalystsData and SQL With AI
Spreadsheets, pandas and SQL with an AI assistant, then a chat-with-your-database agent and dashboards.
ML-curious developersTrain and Fine-Tune Models
The maths intuition, neural networks and transformers, then datasets, LoRA fine-tuning, preference tuning and shipping your model.