ADR 0019: Adopt KDnuggets Cheat Sheet Collection as Community Learning Reference
Status
Proposed
Context
RegenTribe is building data science competency. Members need structured reference material for technical interview prep. KDnuggets published a curated collection of 100+ cheat sheets across 12 categories.
D1: Adopt the collection as supplementary reference
Adopt the KDnuggets cheat sheet collection as community learning reference. Integrate it with the existing NVIDIA certification pathway.
D2: Maintain a curated catalog with quarterly audits
Maintain the collection as a wiki source document. Assign a curriculum owner to audit URLs quarterly.
D3: Pair with learning tracker
Use the Gherkin learning tracker to track member progress across categories.
Positive
- Free resource covering all major data science domains.
- Maps to NVIDIA certification curriculum.
- Low maintenance burden.
Risks
- Some URLs may be stale.
- 100+ sheets can overwhelm new members.
Mitigations
- Quarterly URL audit by curriculum owner.
- NVIDIA cert roadmap provides structured starting path.