The company wants to move to AWS and wants to implement the following machine learning features:• Call transcription in multiple languages• Categorization of calls based on the transcript• Detection of the main customer issues in the calls• Customer sentiment analysis for each line of the transcript, with positive or negative indication and scoring of that sentimentWhich AWS solution will meet these requirements with the LEAST amount of custom model training?

2026-04-06
By:
In: MLS-C01
With: 2 Comments

A company is using a legacy telephony platform and has several years remaining on its contract.The company wants to move to AWS and wants to implement the following machine learning features:• Call transcription in multiple languages• Categorization of calls based on the transcript• Detection of the main customer issues in the calls• Customer sentiment analysis for each line of the transcript, with positive or negative indication and scoring of that sentimentWhich AWS solution will meet these requirements with the LEAST amount of custom model training?Read More →

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

2026-04-06
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In: SAA-C02
With: 2 Comments

A company is running a business-critical web application on Amazon EC2 instances behind an Application Load Balancer.The EC2 instances are in an AutoScaling group.The application uses an Amazon Aurora PostgreSQL database that is deployed in a single Availability Zone.The company wants the application to be highly available with minimum downtime and minimum loss of data.Which solution will meet these requirements with the LEAST operational effort?Read More →

What must the database administrator do to finish providing connectivity to the reporting application?

2026-04-06
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In: DBS-C01
With: 2 Comments

A company has a reporting application that runs on an Amazon EC2 instance in an isolated developer account on AWS.The application needs to retrieve data during non-peak company hours from an Amazon Aurora PostgreSQL database that runs in the company’s production account.The company’s security team requires that access to production resources complies with AWS best security practices.A database administrator needs to provide the reporting application with access to the production database.The company has already configured VPC peering between the production account and developer account.The company has also updated the route tables in both accounts with the necessary entries to correctly set up VPC peering.What must the database administrator do to finish providing connectivity to the reporting application?Read More →

What would cause this?

2026-04-06
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In: DOP-C01
With: 2 Comments

An application runs on Amazon EC2 instances behind an Application Load Balancer (ALB).A DevOps Engineer is using AWS CodeDeploy to release a new version.The deployment fails during the AllowTraffic lifecycle event, but a cause for the failure is not indicated in the deployment logs.What would cause this?Read More →

What solution will allow the Security team to complete this request?

2026-04-06
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In: SCS-C01
With: 2 Comments

During a recent security audit, it was discovered that multiple teams in a large organization have placed restricted data in multiple Amazon S3 buckets, and the data may have been exposed.The auditor has requested that the organization identify all possible objects that contain personally identifiable information (PII) and then determine whether this information has been accessed.What solution will allow the Security team to complete this request?Read More →

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

2026-04-06
By:
In: MLS-C01
With: 2 Comments

A media company wants to deploy a machine learning (ML) model that uses Amazon SageMaker to recommend new articles to the company’s readers.The company’s readers are primarily located in a single city.The company notices that the heaviest reader traffic predictably occurs early in the morning, after lunch, and again after work hours.There is very little traffic at other times of day.The media company needs to minimize the time required to deliver recommendations to its readers.The expected amount of data that the API call will return for inference is less than 4 MB.Which solution will meet these requirements in the MOST cost-effective way?Read More →