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AAIA · Question #91
AAIA Question #91: Real Exam Question with Answer & Explanation
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AI Risk Management and Controls
Question
Which of the following is MOST important to have in place when initially populating data into a data frame for an AI model?
Options
- AThe box charts, histograms, scatterplots, and Venn diagrams that identify correlations and outliers
- BThe code for separating data into training and testing data sets
- CAn analysis of exploratory data that checks for incorrect data types, null values, and duplicate
- DAn approved risk assessment for including, excluding, or subsequently dropping data attributes
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Topics
#Data Quality#Data Preparation#Exploratory Data Analysis#Data Integrity