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What is the primary goal of outlier detection in data prepar…

What is the primary goal of outlier detection in data preparation?

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When dealing with high-cardinality categorical variables, wh…

When dealing with high-cardinality categorical variables, which is NOT a recommended solution?

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What is the coefficient of variation calculated as?

What is the coefficient of variation calculated as?

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What is one-hot encoding used for?

What is one-hot encoding used for?

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According to best practices, when should you fit encoders?

According to best practices, when should you fit encoders?

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What does MAR stand for in missing data analysis?

What does MAR stand for in missing data analysis?

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What is recommended for categorical variables with >50 uniqu…

What is recommended for categorical variables with >50 unique values?

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What does MCAR stand for in the context of missing data?

What does MCAR stand for in the context of missing data?

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What happens if you encounter new categories in the test set…

What happens if you encounter new categories in the test set that weren’t in the training set?

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According to the slides, what percentage of data science wor…

According to the slides, what percentage of data science work is typically data preparation?

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