Professional Machine Learning Engineer

By Google · Question Mode

QuestionQ3

Architecting low-code AI solutions

You need to create classification workflows across several structured datasets that are currently stored in BigQuery. Because you will perform the classification multiple times, you want to complete these steps without writing code: exploratory data analysis, feature selection, model building, training, hyperparameter tuning, and serving. What should you do?

Explanation

AutoML Tables provides a no-code workflow for classification on structured data, including BigQuery data. It automates feature engineering, model selection, training, hyperparameter tuning, and deployment, making it suitable for repeated end-to-end classification workflows.

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