Lecture 13: Singular Value Decomposition

• Reading: Ch. 3.1 - 3.5 of Blum, Hopcroft, Kannan.
• Videos - original speed
• Videos - 1.4x speed

Videos - Original Speed

Section 1: Intro to SVD

Section 2: SVD as Repeated Best-Fit

Section 3: SVD for Rank-k Approximation

Videos - 1.4x Speed

Section 1: Intro to SVD (1.4x)

Section 2: SVD as Repeated Best-Fit (1.4x)

Section 3: SVD for Rank-k Approximation (1.4x)