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Amazon Web Services Data-Engineer-Associate Dumps Questions Answers

Exam Code:
Data-Engineer-Associate
Last Update: May 19, 2026
289 Questions Answers with Explanation Detail
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Data-Engineer-Associate Q&A's Detail

Exam Code:
Data-Engineer-Associate
Total Questions:
289 Q&A's
Single Choice Questions:
250 Q&A's
Multiple Choice Questions:
39 Q&A's

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AWS Certified Data Engineer - Associate (DEA-C01) Questions and Answers

Questions 1

A company needs to collect logs for an Amazon RDS for MySQL database and make the logs available for audits. The logs must track each user that modifies data in the database or makes changes to the database instance.

Which solution will meet these requirements?

Options:

A.

Enable Amazon CloudWatch Logs. Create metric filters to monitor database changes and instance-level changes. Configure automated notification systems to send near real-time alerts for suspicious database operations.

B.

Configure an Amazon EventBridge rule to monitor database activity. Create an AWS Lambda function to process EventBridge events and store them in Amazon OpenSearch Service.

C.

Configure AWS CloudTrail to log API calls. Use Amazon CloudWatch Logs for basic monitoring. Use IAM policies to control access to the logs. Set up scheduled reporting for log audits.

D.

Enable and configure native Amazon RDS database audit logging. Enable Amazon CloudWatch Logs. Configure metric filters and alarms. Configure AWS CloudTrail audit logging.

Questions 2

A retail company stores customer data in an Amazon S3 bucket. Some of the customer data contains personally identifiable information (PII) about customers. The company must not share PII data with business partners.

A data engineer must determine whether a dataset contains PII before making objects in the dataset available to business partners.

Which solution will meet this requirement with the LEAST manual intervention?

Options:

A.

Configure the S3 bucket and S3 objects to allow access to Amazon Macie. Use automated sensitive data discovery in Macie.

B.

Configure AWS CloudTrail to monitor S3 PUT operations. Inspect the CloudTrail trails to identify operations that save PII.

C.

Create an AWS Lambda function to identify PII in S3 objects. Schedule the function to run periodically.

D.

Create a table in AWS Glue Data Catalog. Write custom SQL queries to identify PII in the table. Use Amazon Athena to run the queries.

Questions 3

An ecommerce company collects daily customer transaction logs in CSV format and stores the logs in Amazon S3. The company uses Amazon Athena to scan a subset of attributes from the logs on the same day the company receives each log.

Query times are increasing because of increasing transaction volume. The company wants to improve query performance.

Which solution will meet these requirements with the SHORTEST query times?

Options:

A.

Convert the CSV logs into multiple ORC files for better parallelism in Athena. Partition by date in Amazon S3. Use columnar pushdown filters.

B.

Convert the CSV logs to JSON. Partition by date in Amazon S3. Use Athena with dynamic filtering to reduce data scans.

C.

Convert the CSV logs to Avro. Partition by date in Amazon S3. Use Athena with projection-based partitioning.

D.

Convert the CSV logs to a single Apache Parquet file for each day. Partition the data by date in Amazon S3. Use Athena with predicate pushdown filters.

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