Every concept you need to become an AI engineer, connected by what you must learn first. Pick a goal, tick what you already know, and the map shows your exact next step, with a free resource and a free video for each one.
You don't need a degree or a $5,000 bootcamp. You need to know where you are and what's next.
IT, support, QA, analysts and testers who want an AI role.
You call ChatGPT or Claude from code but feel the gaps.
Preparing for your first AI job, on your own schedule.
Build a RAG chatbot, an AI agent, an MCP server, fine-tune a model, or get hired. The map trims itself to only what that goal needs.
Already know Python and SQL? Tick them. Your progress bar fills and saves in your browser.
Concepts marked Ready are the ones you can learn right now. Open one: why it matters, a free read, a free video.
Join the Hyperautomation Labs University waitlist and get one practical AI email a week, plus new tracks on this map as they land.