ExamTopics Logo
Mail Us[email protected]
Menu
Google Discussions
exam questions

Exam Professional Machine Learning Engineer All Questions

View all questions & answers for the Professional Machine Learning Engineer exam
Go to Exam

Exam Professional Machine Learning Engineer topic 1 question 283 discussion

Actual exam question from Google's Professional Machine Learning Engineer
Question #: 283
Topic #: 1
[All Professional Machine Learning Engineer Questions]

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?

  • 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.
Show Suggested Answer Hide Answer
Suggested Answer: C 🗳️
by guilhermebutzke at Feb. 19, 2024, 3:34 p.m.

Comments

Chosen Answer:
This is a voting comment (?). It is better to Upvote an existing comment if you don't have anything to add.
Switch to a voting comment New
Submit Cancel
guilhermebutzke
Highly Voted 1 year, 2 months ago
Selected Answer: C
My Answer: C 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
upvoted 5 times
...
carolctech
Most Recent 6 months, 1 week ago
Selected Answer: C
The Document Translation feature of the Cloud Translation API is the quicker solution, and it will lead to the least effort as required in the statement. Since your organization does not require domain-specific terms or jargon, no custom solution is needed in this case, which confirms C as the best option.
upvoted 2 times
...
VinaoSilva
10 months, 1 week ago
Selected Answer: C
"translations quickly and with the least effort" = Cloud Translation API
upvoted 2 times
...
fitri001
1 year ago
Selected Answer: C
Cloud Translation API - Document Translation: This pre-built service is specifically designed for translating large volumes of documents while preserving the document structure and formatting. It supports various languages, including Spanish, and offers high accuracy for general-purpose translations without domain-specific requirements. Least Effort: Cloud Translation API requires minimal setup. You can directly submit your Spanish documents to the API and receive translated versions in English. There's no need for custom model training or data preparation.
upvoted 2 times
...
omermahgoub
1 year ago
Selected Answer: C
Leverage Document Translation in Cloud Translation API
upvoted 1 times
...
Community vote distribution
A (35%)
C (25%)
B (20%)
Other
Most Voted
A voting comment increases the vote count for the chosen answer by one.

Upvoting a comment with a selected answer will also increase the vote count towards that answer by one. So if you see a comment that you already agree with, you can upvote it instead of posting a new comment.

SaveCancel
exam
Someone Bought Contributor Access for:
SY0-701
London, 1 minute ago