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Amazon Web Services Data-Engineer-Associate Exam With Confidence Using Practice Dumps

Exam Code:
Data-Engineer-Associate
Exam Name:
AWS Certified Data Engineer - Associate (DEA-C01)
Questions:
218
Last Updated:
Nov 20, 2025
Exam Status:
Stable
Amazon Web Services Data-Engineer-Associate

Data-Engineer-Associate: AWS Certified Data Engineer Exam 2025 Study Guide Pdf and Test Engine

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

Question 1

A data engineer is optimizing query performance in Amazon Athena notebooks that use Apache Spark to analyze large datasets that are stored in Amazon S3. The data is partitioned. An AWS Glue crawler updates the partitions.

The data engineer wants to minimize the amount of data that is scanned to improve efficiency of Athena queries.

Which solution will meet these requirements?

Options:

A.

Apply partition filters in the queries.

B.

Increase the frequency of AWS Glue crawler invocations to update the data catalog more often.

C.

Organize the data that is in Amazon S3 by using a nested directory structure.

D.

Configure Spark to use in-memory caching for frequently accessed data.

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Question 2

A media company uses software as a service (SaaS) applications to gather data by using third-party tools. The company needs to store the data in an Amazon S3 bucket. The company will use Amazon Redshift to perform analytics based on the data.

Which AWS service or feature will meet these requirements with the LEAST operational overhead?

Options:

A.

Amazon Managed Streaming for Apache Kafka (Amazon MSK)

B.

Amazon AppFlow

C.

AWS Glue Data Catalog

D.

Amazon Kinesis

Question 3

A company hosts its applications on Amazon EC2 instances. The company must use SSL/TLS connections that encrypt data in transit to communicate securely with AWS infrastructure that is managed by a customer.

A data engineer needs to implement a solution to simplify the generation, distribution, and rotation of digital certificates. The solution must automatically renew and deploy SSL/TLS certificates.

Which solution will meet these requirements with the LEAST operational overhead?

Options:

A.

Store self-managed certificates on the EC2 instances.

B.

Use AWS Certificate Manager (ACM).

C.

Implement custom automation scripts in AWS Secrets Manager.

D.

Use Amazon Elastic Container Service (Amazon ECS) Service Connect.