(2023-2) Mathematics for AI (MOBL1101)
Information
- Time and location:
- Wednesday 2-4 (10:00 - 12:50, 3 hrs) at N4 303
- Lecturer: Jihwan Moon
- Office Hour: TBD at N4 311
- Textbook:
- “Linear Algebra (5th edition)”
- Author: Stephen Friedberg, Arnold Insel, Lawrence Spence
- Publisher: Pearson, Sep. 2018.
- “프리드버그 선형대수학 (5판)”
- Translated by: 한빛수학교재연구소
- Publisher: 한빛아카데미, Jun. 2020.
- “Linear Algebra (5th edition)”
Grading
| Attendance | Homeworks | Midterm exam | Final exam |
|---|---|---|---|
| 20 % | 20 % | 30 % | 30 % |
- Policies:
- Attendance
- More than 75 % attendance of the total hours in the semester required
- One tardy equivalent to a half attendance
- e.g.) Tardy on 2-hour class = 1-hour attendance
- Homework
- Practice problems
- In-class quizzes
- No late submission allowed
- Midterm exam
- Written exam
- Final exam
- Written exam
- Attendance
Schedule
(subject to change)
| Week | Topic | Reading |
|---|---|---|
| Week 1 | Introduction | |
| Week 2 | Vector spaces | Chapter 1 |
| Week 3 | Vector spaces | Chapter 1 |
| Week 4 | Linear transformations and matrices | Chapter 2 |
| Week 5 | Linear transformations and matrices | Chapter 2 |
| Week 6 | Elementary matrix operations and systems of linear equations | Chapter 3 |
| Week 7 | Elementary matrix operations and systems of linear equations | Chapter 3 |
| Week 8 | Midterm | |
| Week 9 | Determinants | Chapter 4 |
| Week 10 | Determinants | Chapter 4 |
| Week 11 | Diagonalization | Chapter 5 |
| Week 12 | Diagonalization | Chapter 5 |
| Week 13 | Inner product spaces | Chapter 6 |
| Week 14 | Inner product spaces | Chapter 6 |
| Week 15 | Final |