AWS Certified Cloud Practitioner
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A company wants an integrated development environment (IDE) to deploy a machine learning (ML) model. Which AWS service will meet this requirement?
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RRitesh
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:
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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
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Amazon CodeGuru: A developer tool that provides intelligent recommendations for improving code quality and identifying expensive code, focused on code review and performance optimization
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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
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