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PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #343

PROFESSIONAL-MACHINE-LEARNING-ENGINEER Question #343: Real Exam Question with Answer & Explanation

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Submitted by daniela_cl· Apr 18, 2026ML model development

Question

You are an AI engineer with an apparel retail company. The sales team has observed seasonal sales patterns over the past 5-6 years. The sales team analyzes and visualizes the weekly sales data stored in CSV files. You have been asked to estimate weekly sales for future seasons to optimize inventory and personnel workloads. You want to use the most efficient approach. What should you do?

Options

  • AUpload the files into Cloud Storage. Use Python to preprocess and load the tabular data into
  • BUpload the files into Cloud Storage. Use Python to preprocess and load the tabular data into
  • CLoad the files into BigQuery. Preprocess data by using BigQuery SQL. Connect BigQuery to
  • DCreate a custom conversational application using Vertex AI Agent Builder. Include code that

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Topics

#Time series forecasting#BigQuery ML#Data preprocessing#Google Cloud Storage
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