Intermediate

Unit efficiency signals for platforms

Intermediate dive into unit signals that help product and platform teams align on efficiency trade-offs.

Format
Hybrid
Duration
6 weeks · Thu evenings
Tuition
SGD 1,880
Track
Architect track

Uses neutral wording around efficiency rather than external market theory. Ideal for diploma holders moving into platform analytics.

Inclusions

  • Signal catalogues with worked examples
  • Breakouts translating product metrics to infra signals
  • Mentor reviews on your chosen product line anonymised
  • Templates for quarterly efficiency retros
  • Optional reading on carbon-aware scheduling

Outcomes

  1. Define three unit signals tied to a real product surface
  2. Facilitate a retro using our agenda shell
  3. Capture dissenting viewpoints diplomatically in notes

Common questions

We use arithmetic and ratios familiar to working analysts; calculus is not required.

Participant notes

Unit efficiency signals for platforms reframed how I talk to PMs without sounding dismissive.
Felix · Junior data analyst · Google
Carbon-aware scheduling reading was optional but became my favourite appendix.
Hui Min · SME ops