1.生成式AI簡介 ( Introduction to Generative AI)
2.卷積神經網路 (Convolutional Neural Networks, CNN)
3.循環神經網路 (Recurrent Neural Networks, RNN)
4.生成對抗網路 (Generative Adversarial Networks, GAN)
5.提示工程 (Prompt Engineering)
6.AI代理人 (AI Agent)
7.深度學習與變換器 (Deep Learning & Transformer)
8.生成式AI的評估方式 (Evaluation of Generative AI)
9.大語言模型 (Large Language Models, LLMs)
10.ChatGPT概論 (Introduction to ChatGPT)
11.影像為主的生成式AI (Vision-Based Generative AI)
2.卷積神經網路 (Convolutional Neural Networks, CNN)
3.循環神經網路 (Recurrent Neural Networks, RNN)
4.生成對抗網路 (Generative Adversarial Networks, GAN)
5.提示工程 (Prompt Engineering)
6.AI代理人 (AI Agent)
7.深度學習與變換器 (Deep Learning & Transformer)
8.生成式AI的評估方式 (Evaluation of Generative AI)
9.大語言模型 (Large Language Models, LLMs)
10.ChatGPT概論 (Introduction to ChatGPT)
11.影像為主的生成式AI (Vision-Based Generative AI)
- 教師: jtyan 顏金泰
每週課程進度 Course Weekly Schedule
1.Introduction to AI application in real world
2.Development and history of AI techniques
3.Python and AI Applications
4. Python Programming (I) : Programming Environment and IO
5. Python Programming (II) : Sequential Programming
6. Python Programming (III) : Conditional Programming
7. Python Programming (IV) : Iterative Programming
8. Middle Test
9. Python Programming (V) : Dynamic Data Structure
10. Python Programming (VI) : File Processing
11. Python Programming (VII) : Library/Tools
12. Basic Techniques in AI Applications
13. Advanced Techniques in AI Applications
14. Basic Models in AI Applications
15. Advanced Models in AI Applications
16.Final test
17. Dynamic Data Structure in Python(自主學習)
18. Link List and Tree in Python(自主學習)
1.Introduction to AI application in real world
2.Development and history of AI techniques
3.Python and AI Applications
4. Python Programming (I) : Programming Environment and IO
5. Python Programming (II) : Sequential Programming
6. Python Programming (III) : Conditional Programming
7. Python Programming (IV) : Iterative Programming
8. Middle Test
9. Python Programming (V) : Dynamic Data Structure
10. Python Programming (VI) : File Processing
11. Python Programming (VII) : Library/Tools
12. Basic Techniques in AI Applications
13. Advanced Techniques in AI Applications
14. Basic Models in AI Applications
15. Advanced Models in AI Applications
16.Final test
17. Dynamic Data Structure in Python(自主學習)
18. Link List and Tree in Python(自主學習)
- 教師: jtyan 顏金泰
每週課程進度(Course Weekly Schedule)
第一週:Introduction to Interactive Media (互動媒體概論)
第二週:History and Development of Interactive Media (互動媒體的歷史與發展)
第三週:Principles of User-Centered Design (使用者中心設計原則)
第四週:Interactive Media Design Process (互動媒體設計流程)
第五週:Fundamentals of User Interface Design (使用者介面設計基礎)
第六週:Interactive Prototyping and Testing (互動原型設計與測試)
第七週:Interactive Media and Visual Communication (互動媒體與視覺傳達)
第八週:Interactive Media and Narrative (互動媒體與敘事)
第九週:Midterm Project Proposals and Feedback (期中專案提案與回饋)
第十週:Sound and Interactive Experience (音效與互動體驗)
第十一週:Mobile Devices and Touch Interaction (行動裝置與觸控互動)
第十二週:Physical Interaction and Sensing Technology (實體互動與感應技術)
第十三週:Social Media and Interactive Design (社群媒體與互動設計)
第十四週:Interactive Media and Virtual/Augmented Reality (互動媒體與虛擬/擴增實境)
第十五週:Interactive Media Project Management (互動媒體專案管理)
第十六週:Final Project Presentation and Evaluation (期末專案展示與評量)
第十七週:Exploration of Cutting-edge Technologies and Applications in Interactive Media (互動媒體前沿技術與應用探究)(自主學習)
第十八週:Innovative Interactive Experience Design and Practical Implementation (創新互動體驗設計實作)(自主學習)
第一週:Introduction to Interactive Media (互動媒體概論)
第二週:History and Development of Interactive Media (互動媒體的歷史與發展)
第三週:Principles of User-Centered Design (使用者中心設計原則)
第四週:Interactive Media Design Process (互動媒體設計流程)
第五週:Fundamentals of User Interface Design (使用者介面設計基礎)
第六週:Interactive Prototyping and Testing (互動原型設計與測試)
第七週:Interactive Media and Visual Communication (互動媒體與視覺傳達)
第八週:Interactive Media and Narrative (互動媒體與敘事)
第九週:Midterm Project Proposals and Feedback (期中專案提案與回饋)
第十週:Sound and Interactive Experience (音效與互動體驗)
第十一週:Mobile Devices and Touch Interaction (行動裝置與觸控互動)
第十二週:Physical Interaction and Sensing Technology (實體互動與感應技術)
第十三週:Social Media and Interactive Design (社群媒體與互動設計)
第十四週:Interactive Media and Virtual/Augmented Reality (互動媒體與虛擬/擴增實境)
第十五週:Interactive Media Project Management (互動媒體專案管理)
第十六週:Final Project Presentation and Evaluation (期末專案展示與評量)
第十七週:Exploration of Cutting-edge Technologies and Applications in Interactive Media (互動媒體前沿技術與應用探究)(自主學習)
第十八週:Innovative Interactive Experience Design and Practical Implementation (創新互動體驗設計實作)(自主學習)
- 教師: chtsai 蔡宗憲
每週課程進度(Course Weekly Schedule)
Week 1:Overview of Research Method
Week 2:Research Problem Identification
Week 3:Literature Review Techniques
Week 4:Research Hypothesis Construction
Week 5:Research Ethics and Academic Integrity
Week 6:Qualitative Research Methods
Week 7:Quantitative Research Methods
Week 8:Midterm Topics Report/Presentation
Week 9:Academic Writing
Week 10:Research Proposal Writing
Week 11:Technology Art Research Techniques
Week 12:Virtual Space Research Methodologies
Week 13: Digital Media Analysis Techniques
Week 14:Interactive Art Research Design
Week 15:Digital Technology Application Projects
Week 16:Final Topics Report/Presentation
Week 17:Library Tour(自主學習)
Week 18:Graduation Requirements Online Discussion(自主學習)
Week 1:Overview of Research Method
Week 2:Research Problem Identification
Week 3:Literature Review Techniques
Week 4:Research Hypothesis Construction
Week 5:Research Ethics and Academic Integrity
Week 6:Qualitative Research Methods
Week 7:Quantitative Research Methods
Week 8:Midterm Topics Report/Presentation
Week 9:Academic Writing
Week 10:Research Proposal Writing
Week 11:Technology Art Research Techniques
Week 12:Virtual Space Research Methodologies
Week 13: Digital Media Analysis Techniques
Week 14:Interactive Art Research Design
Week 15:Digital Technology Application Projects
Week 16:Final Topics Report/Presentation
Week 17:Library Tour(自主學習)
Week 18:Graduation Requirements Online Discussion(自主學習)
- 教師: chtsai 蔡宗憲
