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