Title of the course: Selected Topics in Applied Linear Algebra
Instructor: Dr. Kerem Altun
Institution: Işık Üniversitesi
Dates: 14-20 August 2023
Prerequisites: Introductory linear algebra
Level: Beginning Undergraduate
Abstract: We review fundamentals of linear algebra and in every day’s lecture we introduce one different application in computer science and engineering.
1. Vector spaces, linear transformations, subspaces, basis, eigenvalues/eigenvectors, applications.
2. Inner products; orthogonal bases; projections; singular value decomposition and applications.
3. Principal components analysis; machine learning applications.
4. Optimal estimation.
5. Fourier series; discrete Fourier transform and applications
The lectures will be in Turkish unless there are international students in class.
Language: TR, EN