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Total Questions: 241 Q&A's
Single Choice: 204 Q&A's
Multiple Choice: 37 Q&A's

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Data-Engineer-Associate Valid and Updated AWS Certified Data Engineer - Associate (DEA-C01) Q&A Dumps

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Data-Engineer-Associate Questions and Answers

Question # 1

A company is using Amazon Redshift to build a data warehouse solution. The company is loading hundreds of tiles into a tact table that is in a Redshift cluster.

The company wants the data warehouse solution to achieve the greatest possible throughput. The solution must use cluster resources optimally when the company loads data into the tact table.

Which solution will meet these requirements?

A.

Use multiple COPY commands to load the data into the Redshift cluster.

B.

Use S3DistCp to load multiple files into Hadoop Distributed File System (HDFS). Use an HDFS connector to ingest the data into the Redshift cluster.

C.

Use a number of INSERT statements equal to the number of Redshift cluster nodes. Load the data in parallel into each node.

D.

Use a single COPY command to load the data into the Redshift cluster.

Question # 2

A manufacturing company uses AWS Glue jobs to process IoT sensor data to generate predictive maintenance models. A data engineer needs to implement automated data quality checks to identify temperature readings that are outside the expected range of -50°C to 150°C. The data quality checks must also identify records that are missing timestamp values.

The data engineer needs a solution that requires minimal coding and can automatically flag the specified issues.

Which solution will meet these requirements?

A.

Create an AWS Glue DataBrew project to profile the sensor data. Define completeness rules for timestamps. Set up numeric range validation for temperature values.

B.

Use AWS Glue's Data Quality rules and machine learning (ML)-based anomaly detection to identify missing timestamps and to detect temperature anomalies.

C.

Create an AWS Lambda function to scan the sensor data files to validate temperature ranges. Use AWS Glue Data Catalog tables to check timestamp completeness.

D.

Create an AWS Glue DynamicFrame that uses a custom data quality operator to profile the sensor data. Use Amazon SageMaker Data Wrangler transforms to validate timestamps and temperature ranges.

Question # 3

A company uses AWS Glue jobs to implement several data pipelines. The pipelines are critical to the company.

The company needs to implement a monitoring mechanism that will alert stakeholders if the pipelines fail.

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

A.

Create an Amazon EventBridge rule to match AWS Glue job failure events. Configure the rule to target an AWS Lambda function to process events. Configure the function to send notifications to an Amazon Simple Notification Service (Amazon SNS) topic.

B.

Configure an Amazon CloudWatch Logs log group for the AWS Glue jobs. Create an Amazon EventBridge rule to match new log creation events in the log group. Configure the rule to target an AWS Lambda function that reads the logs and sends notifications to an Amazon Simple Notification Service (Amazon SNS) topic if AWS Glue job failure logs are present.

C.

Create an Amazon EventBridge rule to match AWS Glue job failure events. Define an Amazon CloudWatch metric based on the EventBridge rule. Set up a CloudWatch alarm based on the metric to send notifications to an Amazon Simple Notification Service (Amazon SNS) topic.

D.

Configure an Amazon CloudWatch Logs log group for the AWS Glue jobs. Create an Amazon EventBridge rule to match new log creation events in the log group. Configure the rule to send notifications to an Amazon Simple Notification Service (Amazon SNS) topic.

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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.

Are there free demo of Data-Engineer-Associate questions and answers available on Valid4sure?

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