Google Cloud Professional Machine Learning Engineer — Question 116

You need to build classification workflows over several structured datasets currently stored in BigQuery. Because you will be performing the classification several times, you want to complete the following steps without writing code: exploratory data analysis, feature selection, model building, training, and hyperparameter tuning and serving. What should you do?

Answer options

• A. Train a TensorFlow model on Vertex AI.
• B. Train a classification Vertex AutoML model.
• C. Run a logistic regression job on BigQuery ML.
• D. Use scikit-learn in Notebooks with pandas library.

Correct answer: B

Explanation

The correct answer is B, as Vertex AutoML provides a fully managed service that allows you to perform all necessary steps for classification without needing to write code. Option A requires coding in TensorFlow, while option C is limited to logistic regression, and option D involves coding and manual data handling, which goes against the requirement of a no-code solution.