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CERTIFIED-MACHINE-LEARNING-PROFESSIONAL · Question #3

A data scientist has developed a scikit-learn random forest model model, but they have not yet logged model with MLflow. They want to obtain the input schema and the output schema of the model so they

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Question

A data scientist has developed a scikit-learn random forest model model, but they have not yet logged model with MLflow. They want to obtain the input schema and the output schema of the model so they can document what type of data is expected as input. Which of the following MLflow operations can be used to perform this task?

Options

  • Amlflow.models.schema.infer_schema
  • Bmlflow.models.signature.infer_signature
  • Cmlflow.models.Model.get_input_schema
  • Dmlflow.models.Model.signature
  • EThere is no way to obtain the input schema and the output schema of an unlogged model.

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