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Question 1
Which Amazon SageMaker feature provides a centralized repository for storing, sharing, and discovering ML features for both training and real-time inference?
Correct Answer:
SageMaker Feature Store
Question 2
An ML engineer needs to detect statistical bias in training data and explain individual predictions using SHAP values. Which SageMaker capability supports both requirements?
Correct Answer:
SageMaker Clarify
Question 3
Which SageMaker inference option is most cost-effective for sporadic, unpredictable traffic where cold-start latency is acceptable?
Correct Answer:
Serverless inference
Question 4
A team must process inference requests up to 1 GB in size with processing times of up to 60 minutes per request. Which SageMaker endpoint type is appropriate?
Correct Answer:
Asynchronous inference
Question 5
Which AWS service provides a visual data preparation tool that lets analysts clean and normalize datasets with 250+ pre-built transformations and no code?
Correct Answer:
AWS Glue DataBrew
Question 1
Exam overview

About this Exam

Prepare with the AWS ML Engineer Associate Practice Questions - AWS Certified Machine Learning Engineer - Associate (MLA-C01) Exam practice quiz. This question bank includes 100 questions covering sagemaker, model, data, service, and capability. Use it to review important concepts, identify knowledge gaps, and build confidence for the related exam, course, or assessment.

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AWS ML Engineer Associate Practice Questions - AWS Certified Machine Learning Engineer - Associate (MLA-C01) Exam

This practice set contains 100 questions from the matching question bank and focuses on sagemaker, model, data, service, and capability. Work through each question carefully, review the provided solutions, and revisit topics that need more study before your next attempt.

This is an independent study resource intended for practice and review; it is not an official examination or an endorsement by any organization named in the title.

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