Linear Algebra / Fall 2025
Updates
- New Assignment released: [Theoretical HW6]
- New Lecture is up: Derivation [slides] [video]
- New Lecture is up: Norm Space [slides] [video]
- New Lecture is up: Euclidian Norm, Euclidian Distance, & Angle [slides]
- New Lecture is up: Inner Product Space [slides] [video]
- New Lecture is up: SVD [slides] [video]
- New Lecture is up: Singular Values and Singular Vectors [slides] [video]
Course Description
This course covers matrix theory and linear algebra, emphasizing topics useful in other disciplines. Linear algebra is a branch of mathematics that studies systems of linear equations and the properties of matrices. The concepts of linear algebra are extremely useful in image processing, computer vision, data science, machine learning, bio-informatics, social networks, and neuroscience. Due to its broad range of applications, linear algebra is one of the most widely taught subjects in college-level mathematics.
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Online Classes will be held on VC Class
