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Exam Professional Machine Learning Engineer All Questions

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Exam Professional Machine Learning Engineer topic 1 question 67 discussion

Actual exam question from Google's Professional Machine Learning Engineer
Question #: 67
Topic #: 1
[All Professional Machine Learning Engineer Questions]

You have a large corpus of written support cases that can be classified into 3 separate categories: Technical Support, Billing Support, or Other Issues. You need to quickly build, test, and deploy a service that will automatically classify future written requests into one of the categories. How should you configure the pipeline?

  • A. Use the Cloud Natural Language API to obtain metadata to classify the incoming cases.
  • B. Use AutoML Natural Language to build and test a classifier. Deploy the model as a REST API.
  • C. Use BigQuery ML to build and test a logistic regression model to classify incoming requests. Use BigQuery ML to perform inference.
  • D. Create a TensorFlow model using Google’s BERT pre-trained model. Build and test a classifier, and deploy the model using Vertex AI.
Show Suggested Answer Hide Answer
Suggested Answer: B 🗳️
by Vedjha at Dec. 8, 2022, 12:07 p.m.

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wish0035
Highly Voted 1 year, 10 months ago
Selected Answer: B
ans: B A => no, you need customization. C, B => more work and complexity B => AutoML is easier and faster and "you need to quickly build, test, and deploy". Also the REST API part fits our use case.
upvoted 9 times
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PhilipKoku
Most Recent 4 months, 3 weeks ago
Selected Answer: B
B) AutoML NLP
upvoted 2 times
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gscharly
6 months, 2 weeks ago
Went with B
upvoted 1 times
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MultiCloudIronMan
7 months ago
Selected Answer: B
AutoML is faster and offers the requisite REST API
upvoted 1 times
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Werner123
8 months ago
Selected Answer: B
"quickly build, test and deploy" + custom categories -> AutoML
upvoted 1 times
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M25
1 year, 5 months ago
Selected Answer: B
Went with B
upvoted 1 times
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frangm23
1 year, 6 months ago
Selected Answer: B
I think it's B, but I don't understand why it doesn't suggest to deploy the model on Vertex AI instead of as a REST API.
upvoted 1 times
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enghabeth
1 year, 8 months ago
Selected Answer: B
ans B becouse es more fast
upvoted 1 times
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hiromi
1 year, 10 months ago
Selected Answer: B
B wish0035 explained
upvoted 3 times
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ares81
1 year, 10 months ago
Quickly: AutoML: B.
upvoted 1 times
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OzoneReloaded
1 year, 10 months ago
Selected Answer: B
I think it's B because of the deployment
upvoted 1 times
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Vedjha
1 year, 10 months ago
B will give quick result on classification
upvoted 1 times
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A (35%)
C (25%)
B (20%)
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