Level 4 · Master Data Science Leadership & Scale

Goal: build on the Level 3 foundation with the master-level data science skills covered in this level's modules.

Modules

1. Leading Data Science Teams
2. Advanced Causal Inference
3. Building a Data Science Platform
4. MLOps for Data Scientists
5. Advanced Experimentation at Scale
6. Data Science Strategy & Roadmapping
7. Cross-Functional Stakeholder Management
8. Ethics & Governance at Scale
9. Career Growth: IC to Principal Data Scientist
10. Capstone — Full Data Science Project from Question to Recommendation

Content status

Level 4 module content is being written — every page below has its scope defined and will be filled in next. Level 1 is complete and is the prerequisite for everything here.