Lecture 7: Linear models

Linear regression and logistic regression

Slides

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Outline

• Intuition behind linear models
• Linear regression and logistic regression
• scikit-learn’s Ridge model
• Prediction probabilities
• Interpret model predictions using coefficients learned by a linear model
• Parametric vs. non-parametric models