Signal RepresentationsCovers the norm of a matrix, operator, singular values, and unitary matrices in linear algebra.
Linear Algebra ReviewCovers the basics of linear algebra, including matrix operations and singular value decomposition.
Singular Value DecompositionExplores Singular Value Decomposition and its role in unsupervised learning and dimensionality reduction, emphasizing its properties and applications.
Local Inversion TheoremExplores the Local Inversion Theorem, highlighting conditions for local diffeomorphism and unique solutions in differentiable functions.
