Applied to your own work
Every challenge uses your actual domain as the raw material. The portfolio you build is shaped by the work you already do, so it reflects skills you can use immediately.
Every lesson ends with a real artifact applied to your own work. By the time you finish the program, you have a portfolio of AI projects you can actually show.
Each lesson produces something tangible: a working agent, a structured analysis, a published app. Fifteen lessons, fifteen things you can show.