AWS Certified Machine Learning Engineer Associate · Free Practice Question Medium
Question 43
An organization needs to develop and deploy a machine learning model for real-time customer behavior prediction using SageMaker. They want a solution that provides persistent storage, allows collaborative development, and makes it easy to track and manage multiple experiments in an integrated interface.
Which of the following best meets the organization's needs?
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A
SageMaker Studio
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B
SageMaker Autopilot
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C
SageMaker Neo
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D
SageMaker Ground Truth
Reveal correct answer
Correct answer: A
A.
SageMaker Studio is a comprehensive tool offering persistent storage, collaborative development, and experiment management. It allows data scientists to track their experiments, prepare data, train models, and deploy them, all within an integrated interface.
B.
SageMaker Autopilot automates machine learning model training and deployment but does not offer the collaboration and persistent storage features described.
C.
SageMaker Neo is used for optimizing models for different hardware environments and is not designed for full-cycle model development and collaboration.
D.
SageMaker Ground Truth is primarily used for building highly accurate training datasets and doesn't provide the comprehensive development and deployment environment the organization requires.
Discussion
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