ModelRefs / Become an AI Product Builder — AI Learning Pathway
Become an AI Product Builder — AI Learning Pathway
Ship AI products end-to-end as a small team. Take an AI product from idea to revenue. A 70-hour intermediate path. You will pick AI-shaped problems.
Overview
Ship AI products end-to-end as a small team.
What you will be able to do
- Pick AI-shaped problems
- Prototype with LLMs
- Ship reliably with eval
- Iterate on real usage
Pathway phases
- Scope — Find AI-shaped problems.
- Prototype — Ship a working MVP.
- Iterate — Telemetry-led improvement.
Continue your research
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Frequently asked questions
What will I learn in Become an AI Product Builder?
Pick AI-shaped problems Prototype with LLMs Ship reliably with eval
How long does Become an AI Product Builder take?
Approximately 70 hours across 3 phases.
What projects are included?
Problem Discovery Brief • MVP Launch • Eval & Telemetry Loop • Growth Loop