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gcp_vertex_ai_model_deployment_monitoring_job

Description​

A Model Deployment Monitoring Job monitors the performance of machine learning models in production to detect data drift, model performance degradation, and other anomalies.

Base Hierarchy​

Hierarchy of Vertex AI Model Deployment Monitoring Job

Relationship to other Resources​

Diagram of Vertex AI Model Deployment Monitoring Job resource relationships

Properties​

Diagram of Vertex AI Model Deployment Monitoring Job data model