AWS AI Practitioner
A company wants to implement MLOps best practices to ensure the ongoing performance and reliability of its deployed ML models. Which practice should the company implement?
A
Use a single model version for all production deployments
B
Retrain models only when user complaints are received
C
Continuously monitor model outputs in production
✓ Correcta
D
Store all model artifacts in a single repository without versioning
Explicación
Continuously monitoring model outputs in production is a core MLOps best practice. This allows teams to detect model drift, performance degradation, and data quality issues proactively. Regular monitoring ensures models remain reliable and accurate over time as real-world data distributions change.