Which feature sets continuous evaluation for production models on the platform?
Why B is the answer
Model Monitoring
Model Monitoring sets up continuous evaluation of production models on the platform.
In detail
- Model Monitoring gives continuous evaluation.
- Set thresholds and alerts.
Use case
An illustrative scenario, not a real incident.
A team sets Model Monitoring on a production model, which evaluates it continuously.
See it in different ways
flowchart TD A["Model issue"] --> B["Skew: training and serving data differ"] A --> C["Data drift: inputs change over time"] A --> D["Concept drift: the relationship changes"] A --> E["Attribution drift: feature importance shifts"]
mindmap
root((Decay))
Data drift
Inputs changed
Concept drift
Relationship changed
Skew
Training differs from serving
Attribution drift
Feature importance movedflowchart LR S0["Production traffic"] --> S1["Model Monitoring"] --> S2["Alert"]
Key point: Model Monitoring evaluates production models.
Why the other options are wrong
- A. Document AI API
- That reads documents.
- C. Cloud Build
- That runs builds.
- D. Colab Enterprise
- That is for notebooks.