Explore how to deploy models from Azure Machine Learning designer to Azure Kubernetes Service (AKS), enabling real-time inference pipelines for seamless consumption.
Table of Contents
Question
From Azure Machine Learning designer, to deploy a real-time inference pipeline as a service for others to consume, you must deploy the model to __________ .
A. a local web service.
B. Azure Container Instances.
C. Azure Kubernetes Service (AKS).
D. Azure Machine Learning compute.
Answer
C. Azure Kubernetes Service (AKS).
Explanation
To perform real-time inferencing, you must deploy a pipeline as a real-time endpoint.
Real-time endpoints must be deployed to an Azure Kubernetes Service cluster.
Reference
Microsoft Learn > Azure > Machine Learning > What is Azure Machine Learning designer? > Deploy
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