AWS Certified AI Practitioner (AIF-C01) — Question 118

A company has developed an ML model to predict real estate sale prices. The company wants to deploy the model to make predictions without managing servers or infrastructure.

Which solution meets these requirements?

Answer options

• A. Deploy the model on an Amazon EC2 instance.
• B. Deploy the model on an Amazon Elastic Kubernetes Service (Amazon EKS) cluster.
• C. Deploy the model by using Amazon CloudFront with an Amazon S3 integration.
• D. Deploy the model by using an Amazon SageMaker endpoint.

Correct answer: D

Explanation

The correct answer is D because Amazon SageMaker provides a fully managed service for deploying machine learning models, eliminating the need for server management. Options A and B require infrastructure management, and option C is not suitable for serving machine learning models directly.