Data Scientist Playbooks

Tactical playbooks for Data Scientists — experimentation, ML production, communicating to non-ML stakeholders, and the path to Senior DS and Lead.

1. A Day in the Life of a Data Scientist

   4月 29, 2026· Camellia
2. Your First 30/60/90 Days as a New Data Scientist

   4月 29, 2026· Camellia
3. Experiment Design That Survives Stakeholder Review

   4月 29, 2026· Camellia
4. Moving Models to Production Without Breaking Them

   4月 29, 2026· Camellia
5. Communicating Results to Non-ML Stakeholders

   4月 29, 2026· Camellia
6. Data Scientist Tools and Tech Stack

   4月 29, 2026· Camellia
7. DS Metrics: Shipped Models, Business Impact, Decay

   4月 29, 2026· Camellia
8. Path From Data Scientist to Senior and Lead

   4月 29, 2026· Camellia
9. Common Data Scientist Pitfalls

   4月 29, 2026· Camellia
10. AI in the Data Scientist Workflow

    4月 29, 2026· Camellia