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DP-100 · Question #366

DP-100 Question #366: Real Exam Question with Answer & Explanation

The correct answer is B: Use the Environment class to create a new version of the environment.. For environments, only description and tags can be updated. All other properties are immutable; if you need to change any of those properties you should create a new version of the environment. https://learn.microsoft.com/en-us/azure/machine-learning/how-to-manage-environments- v

Design and prepare a machine learning solution

Question

You manage an Azure Machine Learning workspace. You have an environment for training jobs which uses an existing Docker image. A new version of the Docker image is available. You need to use the latest version of the Docker image for the environment configuration by using the Azure Machine Learning SDK v2. What should you do?

Options

  • AModify the conda_file to specify the new version of the Docker image.
  • BUse the Environment class to create a new version of the environment.
  • CUse the create_or_update method to change the tag of the image.
  • DChange the description parameter of the environment configuration.

Explanation

For environments, only description and tags can be updated. All other properties are immutable; if you need to change any of those properties you should create a new version of the environment. https://learn.microsoft.com/en-us/azure/machine-learning/how-to-manage-environments- v2?view=azureml-api-2&tabs=python

Topics

#Azure Machine Learning environments#Docker images#SDK v2#Environment management

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