AMATH 584
Applied Linear Algebra and Introductory Numerical Analysis
Overview + Background
Background: Numerical LA
Background: Optimization
Matrix Decompositions
Singular Value Composition
QR
Eigen Decompositions
Solving Ax=b
Computing Solutions
Conditioniong + Stability
Iterative Methods
Solving at Scale
Randomized LA
Probabilistic LA
Tensor Decompositions
Inferring Connectivity Graphs and Causal Relations in Networks