You use Azure Machine Learning designer to create a real-time service endpoint. You have a single Azure Machine Learning service compute resource. You train the model and prepare the real-time pipeline for deployment You need to publish the inference pipeline as a web service. Which compute type should you use?
Azure Kubernetes Service (AKS) can be used real-time inference.
https://docs.microsoft.com/en-us/azure/machine-learning/concept-compute-target
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