- Syllabus
- Date: 센106 / Tue,Thur 12:00-13:30
- Prof: Yukyung Choi (ykchoi@sejong.ac.kr)
- Hand on Labs: Colab + Python, Book, Labs
- FL(Fliiped Lecture) based lecture
- TA(Teaching Assistant)
- Taejoo Kim(tjkim@rcv.sejong.ac.kr)*, Jiwon Kim, Namhoon Kim, Won Jo, Daechan Han
| weeks | Lecture | Hand on Labs | Chapter | Etc |
|---|---|---|---|---|
| 필수 | Python 3 | How to do | 9/24 | |
| 1 | Introduction | - | ||
| 2 | Pattern Recognition | - | ch.1 | |
| 3 | How to use Github | FL | online | |
| 3 | Clustering | Kmeans | ch.10 | 9/17, 19 |
| 4 | How to use Kmeans | Problem, Solution | Quiz | 9/24 |
| 4 | Advanced Clustering | ch.10 | 9/26 | |
| 5 | SIFT & Stitching | Problem & Solution | +class | 9/30(Mon) PM7 |
| 5 | Data Analysis and Image Processing | FL | online | |
| 5 | How to use Github | Problem, Solution | Quiz | 10/1 |
| 6 | SVM | Labs | ch.5 | 10/8 |
| 7 | Advanced SVM | ch.5 | 10/15 | |
| 7 | Advanced SVM | Labs | ch.5 | 10/17 |
| 8 | Mid. Exam | Problem, Solution | 10/18 | |
| 9 | Kaggle I | Problem | HW | 10/31 |
| 9 | How to use PANDAS | FL | online (11/04) | |
| 10 | About Term Project | 11/4 | ||
| 10 | Decision Tree | Labs | ch.6 | 11/05 |
| 10 | How to use Kaggle | Problem-Mid4,5 | Quiz | 11/7 |
| 11 | Become a Kaggler | FL | online (11/11) | |
| 11 | Kaggle II | Problem | HW | 11/11 |
| 11 | Advanced Decition Tree | Labs | ch.6 | 11/12,14 |
| 12 | PCA | PCA, EigenFace | ch.8 | 11/19 |
| 12 | Group meeting with TA | Project | 11/21 | |
| 13 | Group meeting with TA | Project | 11/26 | |
| 13 | Group meeting with TA | Project | 11/28 | |
| 14 | Group meeting with TA | Project | 12/03 | |
| 14 | Feature Extraction | LDA | ch.8 | 12/05 |
| 15 | Final Exam | 12/10 | ||
| 16 | Final Presentation | Kaggle-Competition | Project Info | 12/14(리더보드마감), 12/17(발표) |