Least Squares
Linear Algebra
Introduction to Linear Algebra
Vectors
1
Vectors in
\(\mathbb{R}^n\)
2
Abstract Vector Spaces
Problems
Matrices
3
Matrices
Problems
Real World Application
Linear Transformation
4
Linear Transformations in
\(\mathbb{R}^n\)
Problems
Systems of Linear Equations
5
Systems of Linear Equations
Computational Problems
Conceptual Problems
Subspaces and Bases
6
Bases of Vector Spaces
7
Subspaces of
\(\mathbb{R}^n\)
Problems
Least Squares
8
Least Squares
Eigenvalues and Eigenvectors
9
Determinants
10
Eigenvalues and Eigenvectors
Lab
Linear Transformation II
11
Advanced Topics of Linear Maps
Least Squares
This section covers orthogonal complements, the projection theorem and regression.
Least Squares
Problems
Problems
8
Least Squares