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Google Associate-Data-Practitioner Dumps Questions Answers

Exam Code:
Associate-Data-Practitioner
Last Update: Mar 26, 2025
106 Questions Answers with Explanation Detail
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Associate-Data-Practitioner Q&A's Detail

Exam Code:
Associate-Data-Practitioner
Total Questions:
106 Q&A's
Single Choice Questions:
106 Q&A's

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Google Cloud Associate Data Practitioner (ADP Exam) Questions and Answers

Questions 1

Your organization uses Dataflow pipelines to process real-time financial transactions. You discover that one of your Dataflow jobs has failed. You need to troubleshoot the issue as quickly as possible. What should you do?

Options:

A.

Set up a Cloud Monitoring dashboard to track key Dataflow metrics, such as data throughput, error rates, and resource utilization.

B.

Create a custom script to periodically poll the Dataflow API for job status updates, and send email alerts if any errors are identified.

C.

Navigate to the Dataflow Jobs page in the Google Cloud console. Use the job logs and worker logs to identify the error.

D.

Use the gcloud CLI tool to retrieve job metrics and logs, and analyze them for errors and performance bottlenecks.

Questions 2

You work for an ecommerce company that has a BigQuery dataset that contains customer purchase history, demographics, and website interactions. You need to build a machine learning (ML) model to predict which customers are most likely to make a purchase in the next month. You have limited engineering resources and need to minimize the ML expertise required for the solution. What should you do?

Options:

A.

Use BigQuery ML to create a logistic regression model for purchase prediction.

B.

Use Vertex AI Workbench to develop a custom model for purchase prediction.

C.

Use Colab Enterprise to develop a custom model for purchase prediction.

D.

Export the data to Cloud Storage, and use AutoML Tables to build a classification model for purchase prediction.

Questions 3

You want to build a model to predict the likelihood of a customer clicking on an online advertisement. You have historical data in BigQuery that includes features such as user demographics, ad placement,and previous click behavior. After training the model, you want to generate predictions on new data. Which model type should you use in BigQuery ML?

Options:

A.

Linear regression

B.

Matrix factorization

C.

Logistic regression

D.

K-means clustering

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