AI-300: Operationalizing Machine Learning and Generative AI SolutionsDemo

Question

HOTSPOT -

You manage an Azure Machine Learning workspace named workspace1 by using the Python SDK v2. You create a General Purpose v2 Azure storage account named mlstorage1. The storage account includes a publicly accessible container named mlcontainer1. The container stores 10 blobs with files in the CSV format.

You must develop Python SDK v2 code to create a data asset referencing all blobs in the container named mlcontainer1.

You need to complete the Python SDK v2 code. How should you complete the code?

Select

sample_dataset = Data(
    path=://mlstorage1.blob.core.windows.net/mlcontainer1,
    type=AssetTypes.,
    description="sample_dataset",
    name="sample_dataset",
    version='1.0'
)

Explanation

wasbs:// is the Azure Blob Storage URI scheme used to reference data in a publicly accessible blob container. AssetTypes.URI_FOLDER represents a container or folder URI and therefore references all files beneath that path; URI_FILE would identify one file, while URI_MLTABLE requires an MLTable definition.

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AI-300: Operationalizing Machine Learning and Generative AI SolutionsDemo

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