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Lecture
Orthogonality, Triangle Inequality, Pythagorean Theorem
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Hilbert Spaces: Orthonormal Systems
Explores Hilbert spaces, orthonormal systems, and the Bessel inequality, emphasizing their properties and significance.
Orthogonality and Subspace Relations
Explores orthogonality between vectors and subspaces, demonstrating practical implications in matrix operations.
Orthogonal Bases, Orthonormal/Orthonormalized Bases
Introduces orthogonal and orthonormal families in vector spaces with scalar products.
Polynomials: Operations and Properties
Explores polynomial operations, properties, and subspaces in vector spaces.
Orthogonality and Least Squares Method
Introduces orthogonal vectors, scalar product, Euclidean norm, Pythagorean theorem, and unit vectors.
Scalar Products in 2D and 3D Geometry
Explores the scalar product, vector lengths, angles, norms, and rotations in 2D and 3D spaces.
Euclidean Spaces: Properties and Concepts
Covers the properties of Euclidean spaces, focusing on R^n and its applications in analysis.
Diagonalization of Matrices and Least Squares
Covers diagonalization of matrices, eigenvectors, linear maps, and least squares method.
Vector Spaces and Topology
Covers vector spaces, topology, and proof methods like the pigeonhole principle in R^n.
Signal Representations
Covers the representation of signals in vector spaces and inner product spaces, including the Projection Theorem.