Version datasets

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Fri Apr 08 2022 23:04:23 GMT+0000 (Coordinated Universal Time)

# create a TabularDataset from Titanic training data
web_paths = ['https://dprepdata.blob.core.windows.net/demo/Titanic.csv',
             'https://dprepdata.blob.core.windows.net/demo/Titanic2.csv']
titanic_ds = Dataset.Tabular.from_delimited_files(path=web_paths)

# create a new version of titanic_ds
titanic_ds = titanic_ds.register(workspace = workspace,
                                 name = 'titanic_ds',
                                 description = 'new titanic training data',
                                 create_new_version = True)

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You can register a new dataset under the same name by creating a new version. A dataset version is a way to bookmark the state of your data so that you can apply a specific version of the dataset for experimentation or future reproduction.

https://docs.microsoft.com/en-us/azure/machine-learning/how-to-create-register-datasets