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Dummy Encoding is similar to One-Hot Encoding but creates one less binary column to avoid multicollinearity in linear models.

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What is the main difference between Label Encoding and One-Hot Encoding?

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How does Dummy Encoding differ from One-Hot Encoding?

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When should you use Label Encoding instead of One-Hot Encoding?

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The approach to analyzing Time-Series data depends significantly on:

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Which of the following time series features is used to measure the average value over a specified window of time?

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Which time series feature is useful for detecting sudden changes or anomalies in the data?

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Which feature transformation technique is commonly used to analyze the frequency components of a time series?

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What is the purpose of choosing features with the most significant p-values?

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Feature selection methods include Univariate testing, Correlation between feature and class labels, Choose K features with most significant p values

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