| Relevance of Course Objectives and Core Learning Outcomes(%) |
Teaching and Assessment Methods for Course Objectives |
| Course Objectives |
Competency Indicators |
Ratio(%) |
Teaching Methods |
Assessment Methods |
1.Understand the basic concepts and principles of GAI
2.Apply GAI in multidisciplinary fields
3.Problem solving with programming project and information ethics |
| 1.Humanities Literacy |
| 2.Scientific Literacy |
| 3.Communication Skills |
| 4.Innovative Ability |
|
|
| topic Discussion / Production |
| Exercises |
| Discussion |
| Lecturing |
|
| Oral Presentation |
| Assignment |
| Study Outcome |
| Internship |
|
| Course Content and Homework/Schedule/Tests Schedule |
| Week |
Course Content |
| Week 1 |
課程簡介與評量說明 |
| Week 2 |
人工智慧和生成式AI |
| Week 3 |
人類智慧與人工智慧 |
| Week 4 |
生成式AI理論與應用 |
| Week 5 |
生成式AI技術與應用(音頻、影片、動畫) |
| Week 6 |
生成式AI技術與應用(視覺藝術) |
| Week 7 |
生成式AI程式開發工具
|
| Week 8 |
期中報告 |
| Week 9 |
語言模型演變歷史與應用 |
| Week 10 |
生成式AI技術實踐RAG |
| Week 11 |
GAI輔助資料分析 |
| Week 12 |
GAI輔助資料視覺化 |
| Week 13 |
AI安全與倫理
|
| Week 14 |
智慧人機互動 |
| Week 15 |
期末專題報告 |
| Week 16 |
期末專題報告 |
self-directed
learning |
03.Preparing presentations or reports related to industry and academia.
|
|
| Evaluation |
平時作業：15 %
期中報告：30 %
期末作品：40 %
課堂參與：15 % 課堂練習、學習歷程 |
| Textbook & other References |
陳呂國泰, 鍾國章, 張啟玥(2020)。AI生成影音創作：超好用的文案、圖像、影片、音樂實戰技(第二版)。碁峰。
徐歆閔(2025)。手把手帶你實作完整機器學習專案。深智數位。
Knappertsbusch & K. Gondlach (Eds.) (2023), Work and AI 2030: Challenges and Strategies for Tomorrow’s Work. Springer Fachmedien Wiesbaden. https://doi.org/10.1007/978-3-658-40232-7_3
|
| Teaching Aids & Teacher's Website |
自編講義
資源網站：
|
| Office Hours |
| 週三08:30-10:00 |
| Sustainable Development Goals, SDGs(Link URL) |
| 09.Industry, Innovation and Infrastructure | include experience courses：Y |
|