Linear Algebra 2016 Spring
Course Materials
| Topic | Date | PPT | Video | |
|---|---|---|---|---|
| What are we going to learn? | 2016/02/24 | PPT | Watch Download | |
| Vectors, Matrices and their Products | 2016/02/24 | PPT | Watch Download | |
| Does a system of linear equations have solutions? | 2016/02/25 | PPT | Watch Download | |
| How many solutions? | 2016/03/02 | PPT | Watch Download | |
| Solving System of Linear Equations | 2016/03/02 | PPT | Watch Download | |
| What can we find from RREF? | 2016/03/03 | PPT | Watch Download | |
| Matrix Multiplication | 2016/03/09 | PPT | Watch Download | |
| Inverse of Matrix | 2016/03/10 | PPT | Watch Download | |
| Determinants | 2016/03/16 | PPT | Watch Download | |
| Subspace | 2016/03/30 | PPT | Watch Download | |
| Basis | 2016/03/30 | PPT | Watch Download | |
| Subspaces associated with a Matrix | 2016/03/31 | PPT | Watch Download | |
| Coordinate System | 2016/04/06 | PPT | Watch Download | |
| Application of Basis in Machine Learning | 2016/04/06 | PPT | Watch Download | |
| Linear Function in Coordinate System | 2016/04/06 | PPT | Watch Download | |
| Review & Complement | 2016/04/07 | PPT | Watch Download | |
| Eigenvalues and Eigenvectors | 2016/04/27 | PPT | Watch Download | |
| Characteristic Polynomial | 2016/04/27 | PPT | Watch Download | |
| Diagonalization | 2016/04/28 | PPT | Watch Download | |
| Diagonalization of Linear Operator | 2016/05/04 | PPT | Watch Download | |
| Orthogonality | 2016/05/04 | PPT | Watch Download | |
| Orthogonal Projection | 2016/05/11 | PPT | Watch Download | |
| First Lecture of Machine Learning | 2016/05/12 | PPT | Watch Download | |
| Orthogonal Vectors | 2016/05/04 | PPT | Watch Download | |
| Orthogonal Basis | 2016/05/18 | PPT | Watch Download | |
| Orthogonal Matrices and Symmetric Matrices | 2016/05/18 | PPT | Watch Download | |
| SVD | 2016/05/04 | PPT | Watch Download | |
| PageRank | 2016/05/25 | PPT | Watch Download, | |
| Beyond Vectors | 2016/06/08 | PPT | Watch Download, | |
| Review | 2016/06/15 | PPT |