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Honestly, most people. If you can use a laptop, you can take this. Students, career-switchers, founders, and engineers who want to stop using AI like a black box and start building with it. You don't need a CS degree — you need curiosity and a few hours a week.

None. We start at module one explaining what a token even is. The Founding Cohort also bundles beginner-friendly Python, so even if code scares you today, you'll be writing it by week two.

It's self-paced, so it's on you. Most people in the cohort move through it in 6–10 weeks while working. You get lifetime access, so there's no clock counting down — pause it, come back, finish when it fits your life.

Recorded video lectures I actually wrote, live sessions where we build in real time, hands-on projects, and a capstone. It runs on Graphy, and you get the community plus a portfolio and resume review.

Once you enroll (checkout is handled securely by Graphy), you get your own login. It's personal and non-transferable, and it stays open for life — including future course updates.

Almost certainly. The skills — RAG, fine-tuning, agents, evaluation — are the same ones I used on self-driving perception at Mercedes-Benz and on production systems elsewhere. The projects are built so you can swap in your own domain's data and walk away with something relevant to your work.