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PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #226

PROFESSIONAL-MACHINE-LEARNING-ENGINEER Question #226: Real Exam Question with Answer & Explanation

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Submitted by jian89· Apr 18, 2026ML model development

Question

You work for an online retailer. Your company has a few thousand short lifecycle products. Your company has five years of sales data stored in BigQuery. You have been asked to build a model that will make monthly sales predictions for each product. You want to use a solution that can be implemented quickly with minimal effort. What should you do?

Options

  • AUse Prophet on Vertex AI Training to build a custom model.
  • BUse Vertex AI Forecast to build a NN-based model.
  • CUse BigQuery ML to build a statistical ARIMA_PLUS model.
  • DUse TensorFlow on Vertex AI Training to build a custom model.

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Topics

#BigQuery ML#Time Series Forecasting#Managed Services#Solution Design
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