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Google Professional Machine Learning Engineer

280 Questions120 Minutes70% Passing Score▣ Updated: Sep 2026

Question 46 of 280

Single answer
As the lead ML Engineer for your company, you are responsible for building ML models to digitize scanned customer forms. You have developed a TensorFlow model that converts the scanned images into text and stores them in Cloud Storage. You need to use your ML model on the aggregated data collected at the end of each day with minimal manual intervention. What should you do?
AUse the batch prediction functionality of AI Platform.
BCreate a serving pipeline in Compute Engine for prediction.
CUse Cloud Functions for prediction each time a new data point is ingested.
DDeploy the model on AI Platform and create a version of it for online inference.
Correct Answer: A

Use the batch prediction functionality of AI Platform.

Explanation

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