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Google Professional Machine Learning Engineer

280 Questions120 Minutes70% Passing Score▣ Updated: Sep 2026

Question 93 of 280

Single answer
You have been asked to build a model using a dataset that is stored in a medium-sized (~10 GB) BigQuery table. You need to quickly determine whether this data is suitable for model development. You want to create a one-time report that includes both informative visualizations of data distributions and more sophisticated statistical analyses to share with other ML engineers on your team. You require maximum flexibility to create your report. What should you do?
AUse Vertex AI Workbench user-managed notebooks to generate the report.
BUse the Google Data Studio to create the report.
CUse the output from TensorFlow Data Validation on Dataflow to generate the report.
DUse Dataprep to create the report.
Correct Answer: A

Use Vertex AI Workbench user-managed notebooks to generate the report.

Explanation

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