Overview
Topics related to the exercises:
Geometry of High Dimensions, Properties of the unit ball, Gaussians in High Dimension, Separating Gaussians, Singular Vector, Singular Value Decomposition, Best Rank-k Approximation, Left Singular Vector and The power method.