2.1 Comprehension of PCA
2.2 Concepts of PCs
2.3 Algebraic derivation of PCs
2.4 Selection and goodness-of-fit of PCs
2.5 Algebraic derivation of sample PCs
2.6 Visualizations of PCA
2.7 R for PCA : Practice Time