Designing and Implementing a Data Science Solution on Azure

You deploy a model as an Azure Machine Learning real-time web service using the following code. The deployment fails. You need to troubleshoot the deployment fa...

HOTSPOT - You deploy a model in Azure Container Instance. You must use the Azure Machine Learning SDK to call the model API. You need to invoke the deployed mod...

You create a multi-class image classification deep learning model. You train the model by using PyTorch version 1.2. You need to ensure that the correct version...

You train a machine learning model. You must deploy the model as a real-time inference service for testing. The service requires low CPU utilization and less th...

You register a model that you plan to use in a batch inference pipeline. The batch inference pipeline must use a ParallelRunStep step to process files in a file...