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Hi,
my client want to have a summary page to watch a model api status with the following information:
1. Evaluation store info
2. api health info
3. other important info for the model monitoring or business
Do you have any template or example that can achieve this requirement by Dashboard, Webapps or Application Designer?
Hi @marcochang1028,
I've provided a few examples with documentation on how users may set up model monitoring in DSS.
Set up a custom event server to monitor your model.
Create a monitoring Dashboard: Pull the data you need from APIs and display model metrics with visuals on a design node.
Utilize the Govern Node's Model Registry:
In the model registry page, all model versions grouped by model from all projects on all design nodes are displayed via a table view. You are able to see the evolution of the metrics that are computed in model dedicated MES for each model.
I recommend taking a look at the Model Monitoring Tutorial: https://knowledge.dataiku.com/latest/mlops-o16n/model-monitoring/tutorial-model-monitoring-basics.ht...
Please let me know if you have questions.
Kind Regards,
Jordan
Hi @JordanB
Glad to receive such a detailed instruction. I will try it ASAP and give you my feedback.
Thanks.