AWS Certified Cloud Practitioner (CLF-C02) — Question 672

A company wants to build, train, and deploy machine learning (ML) models.

Which AWS service can the company use to meet this requirement?

Answer options

• A. Amazon Personalize
• B. Amazon Comprehend
• C. Amazon Forecast
• D. Amazon SageMaker

Correct answer: D

Explanation

Amazon SageMaker is a comprehensive, fully managed service designed specifically to help developers and data scientists build, train, and deploy machine learning models at scale. In contrast, Amazon Personalize, Amazon Comprehend, and Amazon Forecast are specialized AI services tailored for specific tasks like recommendations, text analysis, and time-series forecasting, rather than custom model development.