Amazon Web Services AWS Certified Machine Learning Engineer-Associate MLA-C01 Question # 5 Topic 1 Discussion

Amazon Web Services AWS Certified Machine Learning Engineer-Associate MLA-C01 Question # 5 Topic 1 Discussion

MLA-C01 Exam Topic 1 Question 5 Discussion:
Question #: 5
Topic #: 1

A company wants to develop an ML model by using tabular data from its customers. The data contains meaningful ordered features with sensitive information that should not be discarded. An ML engineer must ensure that the sensitive data is masked before another team starts to build the model.

Which solution will meet these requirements?


A.

Use Amazon Made to categorize the sensitive data.


B.

Prepare the data by using AWS Glue DataBrew.


C.

Run an AWS Batch job to change the sensitive data to random values.


D.

Run an Amazon EMR job to change the sensitive data to random values.


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