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MLA-C01 · Question #189
MLA-C01 Question #189: Real Exam Question with Answer & Explanation
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Data Preparation for Machine Learning
Question
A company is preparing data to train a new ML model on Amazon SageMaker AI. The data has not been used before for ML training. The data includes duplicates and is missing some values. The company needs to increase the data quality and detect any statistical bias in the data. Which solution will meet these requirements?
Options
- AUse SageMaker Clarify to create data quality rules. Use SageMaker Model Monitor to detect bias.
- BUse SageMaker Data Wrangler to create data quality rules. Use SageMaker Clarify to detect bias.
- CUse SageMaker Debugger to create data quality rules. Use SageMaker Model Monitor to detect
- DUse SageMaker Model Monitor to create data quality rules. Use SageMaker Clarify to detect bias.
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Topics
#SageMaker Data Wrangler#SageMaker Clarify#Data Quality#ML Bias