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In the context of AutoML, explain the significance of the machine learning workflow and how it is automated. Provide a detailed description of the steps involved in the workflow and how AutoML facilitates each step.
A
AutoML automates the entire machine learning workflow, including data preprocessing, feature selection, model selection, and hyperparameter tuning.
B
AutoML only automates the model selection and hyperparameter tuning steps of the machine learning workflow.
C
AutoML automates the data preprocessing and feature selection steps of the machine learning workflow, but not the model selection and hyperparameter tuning steps.
D
AutoML only automates the data preprocessing step of the machine learning workflow, leaving the rest of the workflow to be manually performed.
