Model Specialist Hub-and-Spoke¶
Model Architect coordinates with multiple model specialists for parallel model development
| Attribute | Value |
|---|---|
| Type | Coordination |
| Source Phase | Create |
| Target Phase | Build |
| Example Personas | MAR, NNS, GBT, RFS, FAS |
Example Personas¶
- MAR — Model Architect (The Model Designer)
- NNS — Neural Network Specialist (The Deep Learner)
- GBT — Gradient Boosted Trees Specialist (The Ensemble Builder)
- RFS — Random Forest Specialist (The Forest Ranger)
- FAS — Forecasting Analyst (The Trend Predictor)
Workflow Steps¶
1. Architecture Dispatch¶
Implementation guidance for the architecture dispatch step of this pattern.
2. Parallel Training¶
Implementation guidance for the parallel training step of this pattern.
3. Result Collection¶
Implementation guidance for the result collection step of this pattern.
4. Comparison Matrix¶
Implementation guidance for the comparison matrix step of this pattern.
When to Use This Pattern¶
Use this pattern when: - The workflow transitions from Create to Build - The involved personas include: MAR, NNS, GBT, RFS, FAS
Related Patterns¶
See the Collaboration Pattern Library for complementary patterns.