PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #42
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…
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…
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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.
How the community answered
(33 responses)- A82% (27)
- B6% (2)
- C3% (1)
- D9% (3)
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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