Week 08: SVM2

Tuesday

PPT: Support Vector Machine

Visualization of SVM Polynomial Kernel by Udi Aharoni

Complete before next class meeting

ROC & AUC (Machine Learning University by Amazon)

ROC Curve by Dr. Chung

Classification (Google)

Thursday

PPT: ROC

Lab: ROC

Team 7 presentation and poll

Team 17 presentation and quiz

Complete before next class meeting

ISLR2 Chapter 12.1: Challenge of Unsupervised Learning

ISLR2 Chapter 12.2: Principal Components Analysis

Principal Component Analysis Explained Visually

Eigenvectors & Eigenvalues Explained Visually

Unsupervised Learning and Principal Components Analysis (12:37)
Exploring Principal Components Analysis and Proportion of Variance Explained (17:39)
Lab: Principal Components Analysis (6:28)

PCA1 by Dr. Chung