A machine learning team is developing a model to predict customer churn. They need to ensure that the training data is properly governed, including tracking the origin of the data and its transformations. Which practice should they implement?

Use AWS Glue DataBrew to profile the data and create a data quality report.

Restrict access to the training data using IAM policies and Lake Formation.

Implement data lineage tracking using AWS Glue Data Catalog and versioning of datasets in Amazon S3.

Apply data masking to the training data to protect customer PII.

AWSCertified Data Engineer - Associate

Domain 4Objective 5

Task 4.5: Understand Data Privacy and Governance DEA-C01 Practice Questions (Page 2)

Part of the Content Domain 4: Data Security and Governance domain, which accounts for 18% of the DEA-C01 exam. AWS does not publish an official question count, but from its 130-minute exam (~50–85 total, ~9–15 in this domain), expect 2–3 from this objective — we provide 34 practice questions to prepare you well beyond it. (estimate)

34questions here

7free pages

12concepts

18%of the exam

Questions 6–10

6foundation · medium
A data engineer is classifying a dataset that contains customer names and email addresses. According to common classification levels, which category best fits this data?
Select an answer first
7application · medium
A machine learning team is developing a model to predict customer churn. They need to ensure that the training data is properly governed, including tracking the origin of the data and its transformations. Which practice should they implement?
Select an answer first
8foundation · medium
Which AWS service is commonly used to define and enforce data retention policies for data stored in data lakes?
Select an answer first
9foundation · medium
A company must store data in a specific country to comply with data residency requirements. Which AWS feature allows you to select the geographic location where data is stored?
Select an answer first
10foundation · medium
A data engineer needs to automatically move S3 objects to a cheaper storage class after 90 days and delete them after 7 years. Which AWS feature can be used to implement this?
Select an answer first

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Task 4.5: Understand Data Privacy and Governance DEA-C01 Practice Questions (Page 2)

Questions 6–10

A data engineer is classifying a dataset that contains customer names and email addresses. According to common classification levels, which category best fits this data?

A machine learning team is developing a model to predict customer churn. They need to ensure that the training data is properly governed, including tracking the origin of the data and its transformations. Which practice should they implement?

Which AWS service is commonly used to define and enforce data retention policies for data stored in data lakes?

A company must store data in a specific country to comply with data residency requirements. Which AWS feature allows you to select the geographic location where data is stored?

A data engineer needs to automatically move S3 objects to a cheaper storage class after 90 days and delete them after 7 years. Which AWS feature can be used to implement this?

Keep studying — Content Domain 4: Data Security and Governance