Deployment

ML Monitoring

• Monitor Azure Machine Learning

MLOps

• MLOps: Model management, deployment, lineage, and monitoring with Azure Machine Learning

API/Service

• Consume an Azure Machine Learning model deployed as a web service
• Deploy models with REST
• Deploy and score a machine learning model by using an online endpoint

Application Monitoring

• Monitor your application using Azure Application Insights