You can set up Azure Application Insights for Azure Machine Learning. Application Insights gives you the opportunity to monitor:
* Request rates, response times, and failure rates.
* Dependency rates, response times, and failure rates.
* Exceptions.
Requirements include an Azure Machine Learning workspace, a local directory that contains your scripts, and the Azure Machine Learning SDK for Python installed.
References:
https://docs.microsoft.com/bs-latn-ba/azure/machine-learning/service/how-to-enable-app-insights