Google Cloud Professional Machine Learning Engineer — Question 276

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?

Answer options

• A. Create a Vertex AI Workbench notebook instance. In the notebook, extract sentences from the documents, and train a custom AutoML text model.
• B. Use Google Translate to translate 1,000 phrases from Spanish to English. Using these translated pairs, train a custom AutoML Translation model.
• C. Use the Document Translation feature of the Cloud Translation API to translate the documents.
• D. Create a Vertex AI Workbench notebook instance. In the notebook, convert the Spanish documents into plain text, and create a custom TensorFlow seq2seq translation model.

Correct answer: C

Explanation

The correct answer is C because the Document Translation feature of the Cloud Translation API is specifically designed for translating documents efficiently and accurately without requiring additional training or custom models. Options A and D involve creating custom models, which is unnecessary for the task at hand, and option B focuses on training a model from a limited set of phrases, which may not provide comprehensive translation capabilities.