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Google Machine Learning Engineer Professional-Machine-Learning-Engineer Question # 11 Topic 2 Discussion

Professional-Machine-Learning-Engineer Exam Topic 2 Question 11 Discussion:
Question #: 11
Topic #: 2

You are the lead ML engineer on a mission-critical project that involves analyzing massive datasets using Apache Spark. You need to establish a robust environment that allows your team to rapidly prototype Spark models using Jupyter notebooks. What is the fastest way to achieve this?
A.

Configure a Compute Engine instance with Spark and use Jupyter notebooks.

B.

Set up a Dataproc cluster with Spark and use Jupyter notebooks.

C.

Set up a Vertex AI Workbench instance with a Spark kernel.

D.

Use Colab Enterprise with a Spark kernel.

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Actual exam question for Google Professional-Machine-Learning-Engineer exam by Aspen33537 at May 1, 2026, 3:50:20 PM

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