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Professional-Machine-Learning-Engineer Dumps With Exact Questions and Answers

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Professional-Machine-Learning-Engineer Questions and Answers

Question # 1

You work for a large social network service provider whose users post articles and discuss news. Millions of comments are posted online each day, and more than 200 human moderators constantly review comments and flag those that are inappropriate. Your team is building an ML model to help human moderators check content on the platform. The model scores each comment and flags suspicious comments to be reviewed by a human. Which metric(s) should you use to monitor the model’s performance?

A.

Number of messages flagged by the model per minute

B.

Number of messages flagged by the model per minute confirmed as being inappropriate by humans.

C.

Precision and recall estimates based on a random sample of 0.1% of raw messages each minute sent to a human for review

D.

Precision and recall estimates based on a sample of messages flagged by the model as potentially inappropriate each minute

Question # 2

Your company needs to generate product summaries for vendors. You evaluated a foundation model from Model Garden for text summarization but found that the summaries do not align with your company's brand voice. How should you improve this LLM-based summarization model to better meet your business objectives?

A.

Increase the model’s temperature parameter.

B.

Fine-tune the model using a company-specific dataset.

C.

Tune the token output limit in the response.

D.

Replace the pre-trained model with another model in Model Garden.

Question # 3

You need to build classification workflows over several structured datasets currently stored in BigQuery. Because you will be performing the classification several times, you want to complete the following steps without writing code: exploratory data analysis, feature selection, model building, training, and hyperparameter tuning and serving. What should you do?

A.

Configure AutoML Tables to perform the classification task

B.

Run a BigQuery ML task to perform logistic regression for the classification

C.

Use Al Platform Notebooks to run the classification model with pandas library

D.

Use Al Platform to run the classification model job configured for hyperparameter tuning

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