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PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #122

PROFESSIONAL-MACHINE-LEARNING-ENGINEER Question #122: Real Exam Question with Answer & Explanation

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Submitted by suresh_in· Apr 18, 2026ML model development

Question

You need to build classification workflows over several structured datasets currently stored in BigQuery. Because you will be performing the classification several times, you want to complete the following steps without writing code: exploratory data analysis, feature selection, model building, training, and hyperparameter tuning and serving. What should you do?

Options

  • ATrain a TensorFlow model on Vertex AI.
  • BTrain a classification Vertex AutoML model.
  • CRun a logistic regression job on BigQuery ML.
  • DUse scikit-learn in Notebooks with pandas library.

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Topics

#Vertex AutoML#No-code ML#Classification#Structured data
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