MathIsimple
Part VII

Inner Product Spaces

Inner products give geometry to vector spaces—lengths, angles, and orthogonality. The spectral theorem is one of the most beautiful results in mathematics.

5
Courses
13-18
Hours
Advanced
Level

Courses

LA-7.1
Inner Product Definition
Available
Inner products, norms, and metric structure
3-4 hours
Definition
Examples
Norm
Cauchy-Schwarz
LA-7.2
Orthogonality
Available
Orthogonal and orthonormal sets
2-3 hours
Orthogonal Sets
Orthonormal Basis
Orthogonal Complement
LA-7.3
Gram-Schmidt Process
Available
Orthonormalizing a basis
2-3 hours
Algorithm
QR Decomposition
Applications
LA-7.4
Orthogonal Projections
Available
Projection onto subspaces and least squares
3-4 hours
Projection Formula
Least Squares
Best Approximation
LA-7.5
Spectral Theorem
Available
Diagonalization of symmetric/Hermitian matrices
3-4 hours
Real Spectral Theorem
Complex Spectral Theorem
Normal Operators