Dimensionality reduction and PCA #

PCA and SVM connect linear algebra, geometry, and optimisation.

• Principal Component Analysis (PCA)
• PCA Theory
• PCA in Practice
• Latent Variable Perspective
• Mathematical Preliminaries of SVM
• Nonlinear SVM and Kernels

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