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PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #269

PROFESSIONAL-MACHINE-LEARNING-ENGINEER Question #269: Real Exam Question with Answer & Explanation

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Submitted by lars.no· Apr 18, 2026ML pipeline operationalization

Question

You work for an international manufacturing organization that ships scientific products all over the world. Instruction manuals for these products need to be translated to 15 different languages. Your organization's leadership team wants to start using machine learning to reduce the cost of manual human translations and increase translation speed. You need to implement a scalable solution that maximizes accuracy and minimizes operational overhead. You also want to include a process to evaluate and fix incorrect translations. What should you do?

Options

  • ACreate a workflow using Cloud Function triggers. Configure a Cloud Function that is triggered
  • BCreate a Vertex AI pipeline that processes the documents launches, an AutoML Translation
  • CUse AutoML Translation to train a model. Configure a Translation Hub project, and use the
  • DUse Vertex AI custom training jobs to fine-tune a state-of-the-art open source pretrained model

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Topics

#Machine Translation#AutoML Translation#Translation Hub#Human-in-the-loop
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