- Introduction: Familiarize yourself with linear algebra and the course.
- Solving Systems of Linear Equations: Reorganize systems of linear equations into matrix form and solve.
- Eigenvalue Decomposition: Calculate the eigenvalues and eigenvectors of a matrix.
- Singular Value Decomposition: Calculate the singular value decomposition of a matrix.
- Next Steps: Give feedback on the course.
Overview
Syllabus
- Course Overview
- Linear Equations and Systems
- Preparing Systems
- The Backslash Operator
- Limitations
- Review - Solving Systems of Linear Equations
- Eigenvalues and Eigenvectors of a Matrix
- Calculating Eigenvalues and Eigenvectors
- Review - Eigenvalue Decomposition
- Calculating the Singular Value Decomposition
- Applications of the Singular Value Decomposition
- Review - The Singular Value Decomposition
- Additional Resources
- Survey
Taught by
Ben Placek
