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Professional-Machine-Learning-Engineer dumps questions answers

Google Professional-Machine-Learning-Engineer Dumps

Exam Code:
Professional-Machine-Learning-Engineer
Exam Name:
Google Professional Machine Learning Engineer
Last Update: Nov 5, 2024
281 Questions with Explanation
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Google Professional Machine Learning Engineer Questions and Answers

Questions 1

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?

Options:

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.

Questions 2

You recently used BigQuery ML to train an AutoML regression model. You shared results with your team and received positive feedback. You need to deploy your model for online prediction as quickly as possible. What should you do?

Options:

A.

Retrain the model by using BigQuery ML. and specify Vertex Al as the model registry Deploy the model from Vertex Al Model Registry to a Vertex Al endpoint.

B.

Retrain the model by using Vertex Al Deploy the model from Vertex Al Model Registry to a Vertex Al endpoint.

C.

Alter the model by using BigQuery ML and specify Vertex Al as the model registry Deploy the model from Vertex Al Model Registry to a Vertex Al endpoint.

D.

Export the model from BigQuery ML to Cloud Storage Import the model into Vertex Al Model Registry Deploy the model to a Vertex Al endpoint.

Questions 3

You are pre-training a large language model on Google Cloud. This model includes custom TensorFlow operations in the training loop Model training will use a large batch size, and you expect training to take several weeks You need to configure a training architecture that minimizes both training time and compute costs What should you do?

Options:

A.

B.

C.

D.