Math
This phase should deliver a portfolio artifact you can show:
- Linear algebra
- Probability
- Statistics
Core
This phase should deliver a portfolio artifact you can show:
- Supervised
- Unsupervised
- Model selection
- Cross-validation
Production
This phase should deliver a portfolio artifact you can show:
- Deployment
- Monitoring
- Feature stores
Weekly cadence
How to structure each week:
- 3-4 focused study blocks
- 1 project checkpoint
- 1 hour of review + notes
- One community post or share
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