Lecture 10: Logistic Regression 1

Key Word(s): Logistic Regression, Likelihood Function, Categorical Predictors, Probit, Multiple Logistic Regression, Multinomial Logistic Regression, Classification Boundaries

Slides

• PDF | Lecture 10: Logistic Regression 1
• PPTX | Lecture 10: Logistic Regression 1

Jupyter Notebooks

• Lecture 10: Logistic Regression 1 Demo
• Standard Section 5: Logistic Regression and Principal Component Analysis (PCA) - Solutions
• Lab 6: Classification and Dimensionality Reduction - Student Version