Which solution should an ML specialist use to deliver the transcriptions to the S3 bucket as quickly as possible?

2025-10-02
By:
In: MLS-C01
With: 1 Comment

A company is using Amazon SageMaker to build a machine learning (ML) model to predict customer churn based on customer call transcripts.Audio files from customer calls are located in an on-premises VoIP system that has petabytes of recorded calls.The on-premises infrastructure has high-velocity networking and connects to the company’s AWS infrastructure through a VPN connection over a 100 Mbps connection.The company has an algorithm for transcribing customer calls that requires GPUs for inference.The company wants to store these transcriptions in an Amazon S3 bucket in the AWS Cloud for model development.Which solution should an ML specialist use to deliver the transcriptions to the S3 bucket as quickly as possible?Read More →

Which solution is MOST secure?

2025-10-02
By:
In: DVA-C01
With: 1 Comment

A company designs a mobile app to run on AWS.The app will run on Amazon EC2 instances behind an Application Load Balancer.The instances will run in an Amazon EC2 Auto Scaling group.The app must securely access data that the company stores in Amazon DynamoDB.Which solution is MOST secure?Read More →

Which of the following should the Cloud Center of Excellence team do to BEST address their requirements in a centralized way?

2025-10-02
By:
In: SAP-C01
With: 1 Comment

A large company has increased its utilization of AWS over time in an unmanaged way.As such, they have a large number of independent AWS accounts across different business units, projects, and environments.The company has created a Cloud Center of Excellence team, which is responsible for managing all aspects of the AWS Cloud, including their AWS accounts.Which of the following should the Cloud Center of Excellence team do to BEST address their requirements in a centralized way? (Choose two.)Read More →

Which combination of actions should the DevOps engineer take to meet these requirements?

2025-10-02
By:
In: DOP-C01
With: 1 Comment

A company runs several applications across multiple AWS accounts in an organization in AWS Organizations.Some of the resources are not tagged properly and the company’s finance team cannot determine which costs are associated with which applications.A DevOps engineer must remediate this issue and prevent this issue from happening in the future.Which combination of actions should the DevOps engineer take to meet these requirements? (Choose two.)Read More →

Which process should the Database Specialist recommend to meet these requirements?

2025-10-02
By:
In: DBS-C01
With: 1 Comment

A Database Specialist is creating Amazon DynamoDB tables, Amazon CloudWatch alarms, and associated infrastructure for an Application team using a development AWS account.The team wants a deployment method that will standardize the core solution components while managing environment-specific settings separately, and wants to minimize rework due to configuration errors.Which process should the Database Specialist recommend to meet these requirements?Read More →

What should a solutions architect do to meet these requirements?

2025-10-02
By:
In: SAA-C02
With: 1 Comment

A company’s order system sends requests from clients to Amazon EC2 instances.The EC2 instances process the orders and then store the orders in a database on Amazon RDS.Users report that they must reprocess orders when the system fails.The company wants a resilient solution that can process orders automatically if a system outage occurs.What should a solutions architect do to meet these requirements?Read More →