Which model should be used for categorizing new products using the provided dataset for training?

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

A retail company intends to use machine learning to categorize new products.A labeled dataset of current products was provided to the Data Science team.The dataset includes 1,200 products.The labeled dataset has 15 features for each product such as title dimensions, weight, and price.Each product is labeled as belonging to one of six categories such as books, games, electronics, and movies.Which model should be used for categorizing new products using the provided dataset for training?Read More →

Which of the following is a simple way to achieve that goal?

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

Your EC2-Based Multi-tier application includes a monitoring instance that periodically makes application -level read only requests of various application components and if any of those fail more than three times 30 seconds calls CloudWatch lo fire an alarm, and the alarm notifies your operations team by email andSMS of a possible application health problem.However, you also need to watch the watcher -the monitoring instance itself – and be notified if it becomes unhealthy.Which of the following is a simple way to achieve that goal?Read More →

How can updates to the AMI be deployed to meet these requirements?

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

A Solutions Architect has created an AWS CloudFormation template for a three-tier application that contains an Auto Scaling group of Amazon EC2 instances running a custom AMI.The Solutions Architect wants to ensure that future updates to the custom AMI can be deployed to a running stack by first updating the template to refer to the newAMI, and then invoking UpdateStack to replace the EC2 instances with instances launched from the new AMI.How can updates to the AMI be deployed to meet these requirements?Read More →

Which solution will meet these requirements?

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

A SysOps administrator maintains the security and compliance of a company’s AWS account.To ensure the company’s Amazon EC2 instances are following company policy, a SysOps administrator wants to terminate any EC2 instance that do not contain a department tag.Noncompliant resources must be terminated in near-real time.Which solution will meet these requirements?Read More →

How can a DevOps engineer meet these requirements?

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

A company is using AWS CodeDeploy to automate software deployment.The deployment must meet these requirements:• A number of instances must be available to serve traffic during the deployment.Traffic must be balanced across those instances, and the instances must automatically heal in the event of failure.• A new fleet of instances must be launched for deploying a new revision automatically, with no manual provisioning.• Traffic must be rerouted to the new environment to half of the new instances at a time.The deployment should succeed if traffic is rerouted to at least half of the instances; otherwise, it should fail.• Before routing traffic to the new fleet of instances, the temporary files generated during the deployment process must be deleted.• At the end of a successful deployment, the original instances in the deployment group must be deleted immediately to reduce costs.How can a DevOps engineer meet these requirements?Read More →

Which MySQL database option would meet these requirements?

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

A company is running an on-premises application comprised of a web tier, an application tier, and a MySQL database tier.The database is used primarily during business hours with random activity peaks throughout the day.A database specialist needs to improve the availability and reduce the cost of the MySQL database tier as part of the company’s migration to AWS.Which MySQL database option would meet these requirements?Read More →

Which actions should a solutions architect take to protect and secure CloudTrail?

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

A company wants to migrate its accounting system from an on-premises data center to the AWS Cloud in a single AWS Region.Data security and an immutable audit log are the top priorities.The company must monitor all AWS activities for compliance auditing.The company has enabled AWS CloudTrail but wants to make sure it meets these requirements.Which actions should a solutions architect take to protect and secure CloudTrail? (Choose two.)Read More →