Mathematics for AI
Fall 2026
Chungnam National University · School of Computing and AI
Course materials and announcements for Mathematics for AI (AI를 위한 수학), Fall 2026.
Course Information
- Instructor: Sungsu Lim
- Semester: Fall 2026
- School: School of Computing and AI, Chungnam National University
Announcements
Course information will be updated before the semester.
Course Schedule
| Week | Topic | Materials |
|---|---|---|
| 1 | Course Introduction | |
| 2 | Linear Algebra #1 | |
| 3 | Linear Algebra #2 | |
| 4 | Analytic Geometry #1 | |
| 5 | Analytic Geometry #2 | |
| 6 | Matrix Decomposition #1 | |
| 7 | Matrix Decomposition #2 | |
| 8 | Midterm Exam | |
| 9 | Vector Calculus #1 | |
| 10 | Vector Calculus #2 | |
| 11 | Probability and Distribution #1 | |
| 12 | Probability and Distribution #2 | |
| 13 | Continuous Optimization | |
| 14 | When Models Meet Data | |
| 15 | Final Exam |