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Google Associate Data Practitioner Exam Actual Questions

72 Questions120 Minutes70% Passing Score▣ Updated: Sep 2026

Question 38 of 72

Single answer

You have millions of customer feedback records stored in BigQuery. You want to summarize the data by using the large language model (LLM) Gemini. You need to plan and execute this analysis using the most efficient approach. What should you do?

A

A. Query the BigQuery table from within a Python notebook, use the Gemini API to summarize the data within the notebook, and store the summaries in BigQuery.

B

B. Use a BigQuery ML model to pre-process the text data, export the results to Cloud Storage, and use the Gemini API to summarize the pre- processed data.

C

C. Create a BigQuery Cloud resource connection to a remote model in Vertex Al, and use Gemini to summarize the data.

D

D. Export the raw BigQuery data to a CSV file, upload it to Cloud Storage, and use the Gemini API to summarize the data.

Correct Answer: A

<p>C. Create a BigQuery Cloud resource connection to a remote model in Vertex Al, and use Gemini to summarize the data.</p>

Explanation

The correct answer is highlighted above. Review the wording carefully, then use the next question to continue building your understanding of Google certification topics.

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