AWS Certified Cloud Practitioner
Get started today
Ultimate access to all questions.
Deep dive into the quiz with AI chat providers.
We prepare a focused prompt with your quiz and certificate details so each AI can offer a more tailored, in-depth explanation.
A company wants an integrated development environment (IDE) to deploy a machine learning (ML) model. Which AWS service will meet this requirement?
Exam-Like
Community
RRitesh
0
A
AWS CodeBuild
B
Amazon CodeGuru
C
Amazon Athena
D
Amazon SageMaker Studio
Explanation:
Amazon SageMaker Studio is the correct answer because it provides a fully integrated development environment (IDE) specifically designed for machine learning workflows. It offers a comprehensive set of tools for building, training, and deploying ML models, including Jupyter notebooks, experiment management, model debugging, and model monitoring capabilities.
Why other options are incorrect:
- AWS CodeBuild: A fully managed continuous integration service that compiles source code, runs tests, and produces software packages, but not specifically designed for ML model deployment
- Amazon CodeGuru: A developer tool that provides intelligent recommendations for improving code quality and identifying expensive code, focused on code review and performance optimization
- Amazon Athena: An interactive query service that makes it easy to analyze data in Amazon S3 using standard SQL, primarily for data analysis rather than ML model deployment
Comments
Loading comments...