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Amazon Web Services AWS Certified Machine Learning Engineer - Associate MLA-C01 Question # 8 Topic 1 Discussion

Amazon Web Services AWS Certified Machine Learning Engineer - Associate MLA-C01 Question # 8 Topic 1 Discussion

MLA-C01 Exam Topic 1 Question 8 Discussion:
Question #: 8
Topic #: 1

A company uses Amazon Athena to query a dataset in Amazon S3. The dataset has a target variable that the company wants to predict.

The company needs to use the dataset in a solution to determine if a model can predict the target variable.

Which solution will provide this information with the LEAST development effort?


A.

Create a new model by using Amazon SageMaker Autopilot. Report the model's achieved performance.


B.

Implement custom scripts to perform data pre-processing, multiple linear regression, and performance evaluation. Run the scripts on Amazon EC2 instances.


C.

Configure Amazon Macie to analyze the dataset and to create a model. Report the model's achieved performance.


D.

Select a model from Amazon Bedrock. Tune the model with the data. Report the model's achieved performance.


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