Advanced Linear Algebra: Vector Spaces & Matrix Decompositions
30 videos • 53,605 views • by Math at Andrews University
Presented by Dr. Anthony Bosman.
1
Advanced Linear Algebra 1: Vector Spaces & Subspaces
Math at Andrews University
Download
2
Advanced Linear Algebra 2: Spans & Linear Independence
Math at Andrews University
Download
3
Advanced Linear Algebra 3: Bases
Math at Andrews University
Download
4
Advanced Linear Algebra 4: Dimension of a Vector Space
Math at Andrews University
Download
5
Advanced Linear Algebra 5: Change of Basis
Math at Andrews University
Download
6
Advanced Linear Algebra 6: Linear Transformations
Math at Andrews University
Download
7
Advanced Linear Algebra 7: Properties of Linear Transformations
Math at Andrews University
Download
8
Advanced Linear Algebra 8: The Half Derivative
Math at Andrews University
Download
9
Advanced Linear Algebra 9: Isomorphic Vector Spaces
Math at Andrews University
Download
10
Advanced Linear Algebra 10: Linear Forms
Math at Andrews University
Download
11
Advanced Linear Algebra 11: Bilinear Forms
Math at Andrews University
Download
12
Advanced Linear Algebra 12: The Inner Product
Math at Andrews University
Download
13
Advanced Linear Algebra 13: Norm, Triangle Inequality, Orthogonality
Math at Andrews University
Download
14
Advanced Linear Algebra 14: Orthogonal Basis & Unitary Matrices
Math at Andrews University
Download
15
Advanced Linear Algebra 15: Gram-Schmidt & QR Decomposition
Math at Andrews University
Download
16
Advanced Linear Algebra 16: Adjoint of Linear Transformation
Math at Andrews University
Download
17
Advanced Linear Algebra 17: Schur's Unitary Triangularization
Math at Andrews University
Download
18
Advanced Linear Algebra 18: Normal Matrices & Spectral Theorem
Math at Andrews University
Download
19
Advanced Linear Algebra 19: Real Spectral Theorem
Math at Andrews University
Download
20
Advanced Linear Algebra 20: Positive Definite & Positive Semidefinite Matrices
Math at Andrews University
Download
21
Advanced Linear Algebra 21: Polar Decomposition
Math at Andrews University
Download
22
Advanced Linear Algebra 22: Singular Value Decomposition
Math at Andrews University
Download
23
Advanced Linear Algebra 23: Frobenius and Operator Norm for Matrices
Math at Andrews University
Download
24
Advanced Linear Algebra 24: Finding Blocks of Jordan Decomposition
Math at Andrews University
Download
25
Advanced Linear Algebra 25: Jordan Decomposition Generalized Eigenspace
Math at Andrews University
Download
26
Advanced Linear Algebra 26: Functions of Matrices (Exponential, Trig, etc.)
Math at Andrews University
Download
27
Tensors In Mathematics, Physics, and Computer Science
Math at Andrews University
Download
28
Markov Chains and their Applications to Finance, Epidemiology, and Page Rank
Math at Andrews University
Download
29
Linear Algebra and Neural Networks
Math at Andrews University
Download
30
Spectral Clustering
Math at Andrews University
Download