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Total Questions: 255 Q&A's
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Data-Engineer-Associate Questions and Answers

Question # 1

A company is developing machine learning (ML) models. A data engineer needs to apply data quality rules to training data. The company stores the training data in an Amazon S3 bucket.

A.

Create an AWS Lambda function to check data quality and to raise exceptions in the code.

B.

Create an AWS Glue DataBrew project for the data in the S3 bucket. Create a ruleset for the data quality rules. Create a profile job to run the data quality rules. Use Amazon EventBridge to run the profile job when data is added to the S3 bucket.

C.

Create an Amazon EMR provisioned cluster. Add a Python data quality package.

D.

Create AWS Lambda functions to evaluate data quality rules and orchestrate with AWS Step Functions.

Question # 2

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?

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.

Question # 3

A company uses AWS Glue ETL pipelines to process data. The company uses Amazon Athena to analyze data in an Amazon S3 bucket.

To better understand shipping timelines, the company decides to collect and store shipping dates and delivery dates in addition to order data. The company adds a data quality check to ensure that the shipping date is later than the order date and that the delivery date is later than the shipping date. Orders that fail the quality check must be stored in a second Amazon S3 bucket.

Which solution will meet these requirements in the MOST cost-effective way?

A.

Use AWS Glue DataBrew DATEDIFF functions to create two additional columns. Validate the new columns. Write failed records to a second S3 bucket.

B.

Use Amazon Athena to query the three date columns and compare the values. Export failed records to a second S3 bucket.

C.

Use AWS Glue Data Quality to create a custom rule that validates the three date columns. Route records that fail the rule to a second S3 bucket.

D.

Use an AWS Glue crawler to populate the AWS Glue Data Catalog. Use the three date columns to create a filter.

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Amazon Web Services Data-Engineer-Associate Exam Dumps FAQs

What is Amazon Web Services Data-Engineer-Associate exam?

The Amazon Web Services (AWS) Data-Engineer-Associate exam is a certification that validates your ability to design and implement data solutions using AWS services. It covers data ingestion, transformation, and visualization, ensuring you can manage data pipelines and ensure data quality.

What is the format of Amazon Web Services Data-Engineer-Associate exam?

The Amazon Web Services Data-Engineer-Associate exam consists of 65 questions, which can be either multiple-choice or multiple-response. The exam duration is 130 minutes, and it is available in English.

What is the Amazon Web Services Data-Engineer-Associate exam focused on?

The Amazon Web Services Data-Engineer-Associate exam covers a broad range of topics, including:

  • Designing and selecting data stores on AWS
  • Implementing data ingestion and transformation processes
  • Orchestrating data pipelines with AWS services like AWS Glue and AWS Step Functions
  • Ensuring data quality and security
  • Monitoring and troubleshooting data pipelines
  • Cost optimization for data storage and processing

What is the worth of taking the AWS Certified Associate Data-Engineer-Associate exam?

Earning the AWS Certified Data-Engineer-Associate certification can significantly boost your career by validating your skills in data engineering. It is highly valued by employers and can open up opportunities for roles such as Data Engineer, Data Architect, and other data-related positions

What are the prerequisites for the AWS Certified Associate Data-Engineer-Associate exam?

There are no formal prerequisites for the exam, but it is recommended to have practical experience with AWS services and a solid understanding of data engineering concepts.

What is the passing score for the Amazon Web Services Data-Engineer-Associate exam?

The passing score for the Amazon Web Services Data-Engineer-Associate exam is 720 out of 1000.

What is the difference between Amazon Web Services Data-Engineer-Associate and DVA-C02 certification exams?

The Amazon Web Services (AWS) Data-Engineer-Associate and DVA-C02 certification exams focus on different areas of expertise within the AWS ecosystem:

  • Data-Engineer-Associate: The Amazon Web Services Data-Engineer-Associate Exam is designed for individuals who perform data engineering roles. It validates your ability to design and implement data solutions using AWS services.
  • DVA-C02: The Amazon Web Services DVA-C02 Exam is intended for developers who want to validate their skills in developing and maintaining applications on AWS.

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Valid4sure offers a variety of study materials for the AWS Data-Engineer-Associate exam, including PDF questions, a testing engine, and a comprehensive study guide. These study materials are designed to help you prepare effectively and ensure success.

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