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Exam Professional Machine Learning Engineer All Questions

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Exam Professional Machine Learning Engineer topic 1 question 339 discussion

Actual exam question from Google's Professional Machine Learning Engineer
Question #: 339
Topic #: 1
[All Professional Machine Learning Engineer Questions]

You are a SQL analyst. You need to utilize a TensorFlow customer segmentation model stored In Cloud Storage. You want to use the simplest and most efficient approach. What should you do?

  • A. Import the model into Vertex AI Model Registry. Deploy the model to a Vertex AI endpoint, and use SQL for inference in BigQuery.
  • B. Deploy the model by using TensorFlow Serving, and call for inference from BigQuery.
  • C. Convert the model into a BigQuery ML model, and use SQL for inference.
  • D. Import the model into BigQuery, and use SQL for inference.
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Suggested Answer: A 🗳️
by Duke_CT at June 20, 2025, 3:53 a.m.

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ricardovazz
6 days, 16 hours ago
Selected Answer: D
BigQuery ML supports importing TensorFlow models in SavedModel format directly from Cloud Storage. D
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