New Vertex AI Model Monitoring introduction
Vertex AI Google Kubernetes Engine, Cloud Run, Compute Engine, etc. Google proudly introduces Vertex AI Model Monitoring, a re-architecture
The recently released Vertex AI Model Monitoring will be introduced and used to monitor production models in this piece on the blog
These inference logs are used for planned or on-demand job monitoring to evaluate the model’s performance
Model Monitor and Model Monitoring job resources represent the new Vertex AI Model Monitoring model version
Model Monitor represents a Vertex AI Model Registry model version as a monitoring representation
This blog post shows how to monitor a registered but unimported model in the Vertex AI Model Registry using the new Model Monitoring feature
The baseline and target datasets must be prepared before using the new Vertex AI Model Monitoring to monitor a non-Vertex AI model
Vertex AI infrastructure, Google team achieves unprecedented model quality assurance and MLOps efficiency
For more details Govindhtech.com