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Data Science 101 slides
Review slides 369 – 531 for the following topics:
Distribution of errors: Q-Q plot, heteroscedasticity
Multiple regression
R squared and adjusted R squared
p-values and t-test
F-test and F-distribution
Complete the following exercises:
Exercise 4 – Viewing correlations
Exercise 5 – Multivariate regression
Exercise 6 – Categorical variables
Exercise 7 – Model selection
Complete Concept review 6: regression model evaluation in the Assessment tab to complete this lesson