Which functionality does Amazon SageMaker Clarify provide?

The correct answer is D. Identifies potential bias during data preparation. Exploratory data analysis (EDA) involves understanding the data by visualizing it, calculating statistics, and creating correlation matrices. This stage helps identify patterns, relationships, and anomalies in the data, which can guide further steps in the ML pipeline.

Submitted by chiamaka_o· Mar 30, 2026Model Evaluation

Question

Options

AIntegrates a Retrieval Augmented Generation (RAG) workflow
BMonitors the quality of ML models in production
CDocuments critical details about ML models
DIdentifies potential bias during data preparation

How the community answered

(49 responses)

A
2% (1)
B
2% (1)
C
4% (2)
D
92% (45)

Explanation

Exploratory data analysis (EDA) involves understanding the data by visualizing it, calculating statistics, and creating correlation matrices. This stage helps identify patterns, relationships, and anomalies in the data, which can guide further steps in the ML pipeline.

Topics

#SageMaker Clarify#ML model bias#data preparation bias

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