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This is the experimentation onboarding for product teams. It is designed so that any new joiner, regardless of role, can become autonomous in experimentation within a single afternoon.
Pick your role below, assess your experience level, and follow the path. No hand-holding required.
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The onboarding has two layers:
Foundation (all roles, ~60 min). Five modules that every experimenter needs. The shared vocabulary, the process, the frameworks. Whether you are a PM, a data scientist, or a developer, you start here.
Role track (your specialization, 45-80 min). Deep dives specific to your craft. PMs learn experiment design and decision-making. Data scientists go deep on statistics and advanced methods. Developers learn implementation patterns and monitoring.
| Role | Foundation | Track | Total time |
|---|---|---|---|
| Product Manager / Product Owner | 5 modules (~60 min) | 4 modules (~55 min) | ~2 hours |
| Data Scientist / Analyst | 5 modules (~60 min) | 6 modules (~110 min) | ~3 hours |
| Developer / Engineer | 5 modules (~60 min) | 3 modules (~40 min) | ~1.5 hours |
| Experience level | Where to start |
|---|---|
| I have never run an experiment | Start at F1 (beginning of Foundation) |
| I have run experiments but I am new here | Start at F3 (skip F1 and F2, learn our specific frameworks) |
| I have run experiments here, want to go deeper | Skip Foundation, go directly to your Role Track |
F2. The experimentation process
F4. Reading experiment results
F5. Documenting experiments and feeding the learning system