Azure Machine Learning Managed Online and Batch Endpoints now in public preview //Build 2021.

Azure Updates

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Published

May 25, 2021

Status

In preview

Timeline

  • May 2021
    Preview

Product

Azure Machine Learning

Tag

Features

Category

AI + machine learning
Internet of Things

Description

We are announcing the public preview of Managed Online and Batch Endpoints. These new features help you seamlessly deploy & score models without managing the underlying infrastructure.

  • Managed Online Endpoints provide out of box capabilities to operationalize models: SLA metrics including latency, throughput and resource utilization, security aspects including managed identity and authentication, integration with log analytics, and safe rollout of new model versions.
  • Managed Batch Endpoints help customers deploy and operationalize their models and get a consistent endpoint to batch score large scale data. It also supports no-code MLflow model deployment.

Learn more about Managed Online Endpoints.

Learn more about Managed Batch Endpoints.