When does Linear Algebra meet Broadway Musical? Well, just about never, except now with this beautiful piece sung by Gurdeep Stephens. The mathematical theory follows the song. What a way to learn an important component of machine learning. Singular Value Decomposition (SVD) plays an integral role in Principal Component Analysis (PCA), an unsupervised learning technique, and also dimensionality reduction. You’ll enjoy this one!