PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #42
PROFESSIONAL-MACHINE-LEARNING-ENGINEER Question #42: Real Exam Question with Answer & Explanation
The correct answer is A: Configure AutoML Tables to perform the classification task.. AutoML Tables is a fully automated machine learning service that can be used to build and deploy machine learning models on structured data stored in BigQuery. It can automate the entire machine learning process, including exploratory data analysis, feature selection, model build
Question
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?
Options
- AConfigure AutoML Tables to perform the classification task.
- BRun a BigQuery ML task to perform logistic regression for the classification.
- CUse AI Platform Notebooks to run the classification model with pandas library.
- DUse AI Platform to run the classification model job configured for hyperparameter tuning.
Explanation
AutoML Tables is a fully automated machine learning service that can be used to build and deploy machine learning models on structured data stored in BigQuery. It can automate the entire machine learning process, including exploratory data analysis, feature selection, model building, training, hyperparameter tuning, and serving. This makes it a good choice for building classification workflows over several structured datasets without writing code.
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