Lecture 8: High Dimensionality and Principal Component Analysis (PCA)

Key Word(s): Regularization, Probabilistic Linear Regression, Interaction Terms, High Dimensionality Reduction, Principal Component Analysis (PCA)

Slides

• PDF | Lecture 8: High Dimensionality and Principal Component Analysis (PCA)

Associated Materials

• Notebook | Lecture 8: Principal Component Analysis Demo
• Notebook | Standard Section 5: Logistic Regression and Principal Component Analysis (PCA) - Solutions
• Notebook | Lab 6: Classification and Dimensionality Reduction