CSE 3380 - Linear Algebra for CSE
⭓Description
This is the course page for CSE 3380 - Linear Algebra in Spring 2025. Here you’ll find class notes and other helpful resources. All assignments and announcements will be posted on Canvas.
Instructor Office Hours
| Days | Time | Location |
|---|---|---|
| MoWeFri | 12PM - 1PM | ERB 556A |
| TuTh | 1PM - 2PM | ERB 556A |
Teaching Assistant
Hayden Lotspeich (hayden (dot) lotspeich (at) mavs (dot) uta (dot) edu)
Office Hours
| Days | Time | Location |
|---|---|---|
| MoWeFri | 12PM - 1PM | ERB 125 |
⭓Course Materials
Books
- David Lay, Stephen Lay, and Judi McDonald, Linear Algebra and Its Applications (5th ed.), Pearson, 2016.
- Sheldon Axler, Linear Algebra Done Right, Springer International Publishing, 2014.
- Wanmo Kang, Kyunghyun Cho, Linear Algebra for Data Science, 2024.
Resources
⭓Schedule
This schedule is tentative and may change.
| Date | Topic | Materials |
|---|---|---|
| Week 1 | Course Introduction and Systems of Linear Equations |
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| Week 2 | Solution Sets, Vectors, and Linear Combinations |
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| Week 3 | Matrix Operations, Block Matrices, and Determinants |
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| Week 4 | Vector Spaces and Subspaces |
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| Week 5 | Exam Week (Review and Exam 1) |
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| Week 6 | Subspaces, Linear Independence, Bases, and Linear Transformations |
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| Week 7 | Computer Graphics, Determinants and Volumes |
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| Week 8 | Change of Basis |
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| Week 9 | Spring Break |
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| Week 10 | Orthogonality and Gram-Schmidt |
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| Week 11 | QR Factorization, Exam 2 |
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| Week 12 | Least-Squares Solutions, Image Stitching and RANSAC |
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| Week 13 | Eigenvalues and Eigenvectors |
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| Week 14 | Diagonalization, Singular Value Decomposition |
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| Week 15 | Prinicpal Component Analysis | |
| Week 16 | Exam 3 Review |
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