Student Performance Prediction Using Linear Regression

What does the slope (b) in a linear regression model represent?
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Which metric is used to measure the average squared difference between actual and predicted values?
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What is the role of the intercept (a) in the regression equation?
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What is the purpose of using a testing dataset in model evaluation?
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Why is it important to preprocess data before applying linear regression?
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