Daliana's Game Data science in transportation, the intersection of operations research and ML - Holger Teichgraeber - The Data Scientist Show #063
15 snips
Jun 26, 2023 AI Snips
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Episode notes
Small Data Work Is About Trust Not Scale
- Small-data strategic work emphasizes stakeholder trust and bespoke analyses, while big-data pipelines emphasize automation and scale.
- Holger blends automated modeling patterns into strategic workflows to serve internal users efficiently.
Win Stakeholders With Humility And Quick Wins
- Earn stakeholder trust by asking why, learning their process humbly, and delivering quick wins.
- Holger recommends iterative collaboration and showing early, even imperfect, results to get feedback and alignment.
Models Should Enable Stakeholder Conversations
- Strategic data scientists should create a quantitative language stakeholders can use to negotiate trade-offs.
- Holger emphasizes that models enable multi-stakeholder conversations rather than issuing one prescriptive decision.