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PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #176
PROFESSIONAL-MACHINE-LEARNING-ENGINEER Question #176: Real Exam Question with Answer & Explanation
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Submitted by rachelw· Apr 18, 2026Data processing and feature engineering
Question
You want to train an AutoML model to predict house prices by using a small public dataset stored in BigQuery. You need to prepare the data and want to use the simplest, most efficient approach. What should you do?
Options
- AWrite a query that preprocesses the data by using BigQuery and creates a new table. Create a
- BUse Dataflow to preprocess the data. Write the output in TFRecord format to a Cloud Storage
- CWrite a query that preprocesses the data by using BigQuery. Export the query results as CSV
- DUse a Vertex AI Workbench notebook instance to preprocess the data by using the pandas
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Topics
#BigQuery#Data Preprocessing#AutoML Data Preparation#GCP Data Services