DP-100 · Question #350
You manage an Azure Machine Learning workspace. You plan to train a natural language processing (NLP) text classification model in multiple languages by using Azure Machine Learning Python SDK v2…
The correct answer is B. set_featurization. The set_featurization method of TextClassificationJob is used to configure featurization settings, which includes NLP-specific options such as the dataset language. For multilingual text classification, you set the dataset_language property within the featurization…
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Options
- Aset_data
- Bset_featurization
- Cset_sweep
- Dset_training_parameters
How the community answered
(29 responses)- A14% (4)
- B76% (22)
- C7% (2)
- D3% (1)
Explanation
The set_featurization method of TextClassificationJob is used to configure featurization settings, which includes NLP-specific options such as the dataset language. For multilingual text classification, you set the dataset_language property within the featurization configuration. set_data configures training and validation datasets, set_sweep configures hyperparameter sweep settings, and set_training_parameters configures training algorithm parameters - none of which control the language of the text data.
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