Linear Algebra 1  

Linear equations in linear algebra: Systems of linear equations, consistent and inconsistent systems of linear equations, examples

1-2

Elementary row operations, row reduction and echelon forms: examples

3-4

Matrix Algebra: Matrix operations, properties of matrix multiplication, the inverse of a matrix (invertible matrix theorem), elementary matrices, column space and null space of a matrix: examples

5-7

Determinants: Recursive definition of a determent, properties of determinants.  Applications: Cramer's rule and volume

8-9

Vector spaces: Definition, examples, substructures, and linear transformations of vector spaces examples

10-11

Linearly independence and basis of a vector space: examples

12-13

Eigen values and Eigenvectors of matrices, orthogonality and least Squares

14-15