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PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #294

You work for a multinational organization that has recently begun operations in Spain. Teams within your organization will need to work with various Spanish documents, such as business, legal, and fin

The correct answer is C. Use the Document Translation feature of the Cloud Translation API to translate the documents.. This option provides a straightforward solution for translating various types of documents (business, legal, financial) quickly and with minimal effort. It leverages Google's Cloud Translation API, which is designed specifically for tasks like this and eliminates the need for man

Submitted by weili_xi· Apr 18, 2026Problem framing

Question

You work for a multinational organization that has recently begun operations in Spain. Teams within your organization will need to work with various Spanish documents, such as business, legal, and financial documents. You want to use machine learning to help your organization get accurate translations quickly and with the least effort. Your organization does not require domain- specific terms or jargon. What should you do?

Options

  • ACreate a Vertex AI Workbench notebook instance. In the notebook, extract sentences from the
  • BUse Google Translate to translate 1,000 phrases from Spanish to English. Using these translated
  • CUse the Document Translation feature of the Cloud Translation API to translate the documents.
  • DCreate a Vertex AI Workbench notebook instance. In the notebook, convert the Spanish

How the community answered

(49 responses)
  • A
    6% (3)
  • B
    4% (2)
  • C
    73% (36)
  • D
    16% (8)

Explanation

This option provides a straightforward solution for translating various types of documents (business, legal, financial) quickly and with minimal effort. It leverages Google's Cloud Translation API, which is designed specifically for tasks like this and eliminates the need for manual training or customization. https://cloud.google.com/translate/docs

Topics

#Machine Translation#Cloud Translation API#Document Processing#Managed AI Services

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