MLA-C01 Question 419
Select 3You are a machine learning engineer working for a company that has deployed multiple machine learning models on Amazon SageMaker. Your manager has tasked you with identifying opportunities to optimize costs associated with these deployments. Which AWS tools can help you analyze and manage the costs effectively?
- A
AWS Cost Explorer
- B
AWS Billing and Cost Management
- C
AWS Trusted Advisor
- D
Amazon SageMaker Model Monitor
- E
AWS Personal Health Dashboard
- F
AWS CloudFormation
Show answer and explanation
Correct answers: A, B, C
Explanation
To manage and optimize costs associated with Amazon SageMaker deployments, AWS provides several tools: AWS Cost Explorer for analyzing cost trends, AWS Billing and Cost Management for centralized billing and usage monitoring, and AWS Trusted Advisor for identifying cost-saving opportunities. These tools together enable effective cost analysis and optimization strategies, ensuring that you can manage your resources efficiently. Other services, like SageMaker Model Monitor and AWS Personal Health Dashboard, serve different purposes and are not relevant for cost analysis.
- A. Correct.
AWS Cost Explorer is designed to analyze and visualize your usage and costs over time, making it helpful for identifying trends and pinpointing cost drivers.
- B. Correct.
AWS Billing and Cost Management provides a centralized view of your AWS costs and usage, allowing you to set budgets and monitor expenditures across services like Amazon SageMaker.
- C. Correct.
AWS Trusted Advisor offers cost optimization checks, including identifying underutilized AWS resources, which can help optimize SageMaker deployments.
- D. Incorrect.
Amazon SageMaker Model Monitor is used for monitoring data drift and model performance, but it does not provide insights into cost or usage optimization.
- E. Incorrect.
AWS Personal Health Dashboard alerts you to service-related events that impact your resources, but it does not provide cost analysis capabilities.
- F. Incorrect.
AWS CloudFormation is a service for automating resource provisioning, but it does not provide tools for analyzing or managing costs.