Lectures related to Canonical Correlation Analysis: Exercises Solutions

Explores orthogonal complement and projection theorems in vector spaces.

Explores isometries in Euclidean spaces, including translations, rotations, and linear symmetries, with a focus on matrices.

Explores the effect of rounding errors in solving linear systems using the LU factorization method.

Covers diagonalization of matrices, eigenvectors, linear maps, and least squares method.

Explores orthogonal projection calculation and orthonormal bases uniqueness through matrix operations.

Explores characteristic polynomials, similarity of matrices, and eigenvalues in linear transformations.

Covers matrix operations, scalar product, orthogonality, and bases in vector spaces.