Overview
Time: 13:10~16:00, Thursday
Location: NCKU CSIE Rooms 4264 and 4261
Lecturer: Wei-Ta Chu (Office 65B08, NCKU CSIE Building)
Textbook: Stuart Russell and Peter Norvig, Artificial Intelligence: A Modern Approach 4th edition, Pearson, 2020.
Course website: http://mmcv.csie.ncku.edu.tw/~wtchu/courses/2024f_AI
TA:
- 助教群Email: nckummcvlab@gmail.com
Grading
- Five homework assignments (40%): including programing, writing report, and short video
- One exam (30%)
- One final Project (30%): including project proposal, project implementation, writing report, and oral presentation
Syllabus
| Weeks | Content | Notes |
| 9/12 | Introduction, Intelligent Agents | |
| 9/19 | Intelligent Agents | hw1公布 (Project分組、主題方向制定） |
| 9/26 | Solving Problems by Searching | |
| 10/3 | Search in Complex Environments | hw1繳交、hw2公布 |
| 10/10 | 國慶日放假 | |
| 10/17 | Search in Complex Environments | |
| 10/24 | Quantifying Uncertainty | hw2繳交、hw3公布(Project期中報告) |
| 10/31 | Learning from Examples | |
| 11/7 | Learning from Examples | hw3繳交, hw4公布 |
| 11/14 | Learning Probabilistic Models | |
| 11/21 | Learning Probabilistic Models | hw4繳交, hw5公布(final project short video) |
| 11/28 | Deep Learning | |
| 12/5 | Final Exam (同時段同步考試) | |
| 12/12 | Deep Learning for Natural Language Processing | hw5繳交 |
| 12/19 | Computer Vision | |
| 12/26 | Final project報告 (優選團隊、線上線下同步報告) | |
| 1/2 | 彈性學習(TBA) | |
| 1/9 | 彈性學習(TBA) | |