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PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #179

PROFESSIONAL-MACHINE-LEARNING-ENGINEER Question #179: Real Exam Question with Answer & Explanation

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Submitted by ricky.ec· Apr 18, 2026ML model development

Question

You need to develop an image classification model by using a large dataset that contains labeled images in a Cloud Storage bucket. What should you do?

Options

  • AUse Vertex AI Pipelines with the Kubeflow Pipelines SDK to create a pipeline that reads the
  • BUse Vertex AI Pipelines with TensorFlow Extended (TFX) to create a pipeline that reads the
  • CImport the labeled images as a managed dataset in Vertex AI and use AutoML to train the model.
  • DConvert the image dataset to a tabular format using Dataflow Load the data into BigQuery and

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Topics

#Vertex AI AutoML#Image Classification#Managed Datasets#Model Training
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