元智大學人工智慧視覺技術學分學程科目規劃表
Yuan Ze University Artificial Intelligence for Computer Vision and Imaging Technology Program
Course Planning Table
115 / 4 / 29 一一四學年度第七次教務會議通過
Passed by the 7th Academic Affairs Meeting, Academic Year 2025, on April 29, 2026
一、教學目標 Teaching Objectives
為配合協助政府的產業創新計畫，驅動產業發展量能，為因應這波人工智慧革命，本學分學程屬於人工智慧技術學分學程，主要設計給電機資訊領域的學生，透過循序漸進的修課規劃，讓學生除了有完備的人工智慧技術外，也了解相關倫理議題，才能在影像、視覺或相關應用有上基於人本的創新。
This program is designed primarily for students in electrical engineering and computer science fields in order to support national industrial innovation initiatives and boost development capacity in response to the ongoing AI revolution. The curriculum is structured to progressively build students' technical expertise in AI while also ensuring they understand the ethical implications of AI technologies. This foundation prepares students to pursue human - centered innovations in areas such as computer vision, image analysis, and related applications.
二、課程設計 Curriculum Design
| TAICA 課程地圖課名 TAICA Course Title | 學分 Credit(s) | 課號 Course ID | 課名 Course Name | 學制 Degree Structure | 開課系所 Department Offered the Present Course(s) | 建議修課順序 Recommended Course Sequence | 備註 Remarks |
|---|---|---|---|---|---|---|---|
| 機器學習 Machine Learning |
3 | AI006 | 生成式人工智慧與機器學習導論 Introduction to Generative Artificial Intelligence and Machine Learning |
大學部 Undergraduate Program |
AI 聯盟 TAICA |
1 or 2 | 至多承認一科 Up to one course may be recognized |
| CS657 / CB588 | 機器學習 Machine Learning |
碩士班 Master Program |
資工碩 / 生醫碩 Department of Computer Science and Engineering / Graduate Program in Biomedical Informatics |
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| IM712 | 機器學習 Machine Learning |
碩士班 Master Program |
資管碩 Department of Information Management |
||||
| EEB569 | 機器學習 Machine Learning |
碩士班 Master Program |
電機碩乙組 Electrical Engineering (Program B) |
||||
| IE599 | 資料探勘 Data Mining |
碩士班 Master Program |
工管碩 Department of Industrial Engineering and Management |
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| CS412 | 資料探勘 Data Mining |
大學部 Undergraduate Program |
資工系 Computer Science and Engineering |
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| IN316 | 資料探勘 Data Mining |
大學部 Undergraduate Program |
資訊英專 International Bachelor Program in Informatics |
||||
| EEA677 | 資料科學 Data Science |
碩士班 Master Program |
電機碩甲組 Electrical Engineering (Program A) |
||||
| CS531 / CB583 | 資料科學 Data Science |
碩士班 Master Program |
資工碩 / 生醫碩 Department of Computer Science and Engineering / Graduate Program in Biomedical Informatics |
||||
| EEC561 | 機器學習與其應用 Machine Learning and Its Applications |
碩士班 Master Program |
電機碩丙組 Electrical Engineering (Program C) |
||||
| EEA699 | 強化學習 Reinforcement Learning |
碩士班 Master Program |
電機碩甲組 Electrical Engineering (Program A) |
||||
| IE625 | 巨量資料分析 Big Data Analytics |
碩士班 Master Program |
工管碩 Department of Industrial Engineering and Management |
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| EI228 | 機器學習導論 Introduction to Machine Learning |
大學部 Undergraduate Program |
電通英專 International Bachelor Program in Electrical and Communication Engineering |
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| 人工智慧倫理 AI Ethics |
3 | AI002 | 人工智慧倫理 AI Ethics |
大學部 Undergraduate Program |
AI 聯盟 TAICA |
1 or 2 | 至多承認一科 Up to one course may be recognized |
| 深度學習 Deep Learning |
3 | AI007 | 深度學習 Deep Learning |
碩士班 Master Program |
AI 聯盟 TAICA |
2 or 3 | 至多承認一科 Up to one course may be recognized |
| CS656 / CB587 | 深度學習 Deep Learning |
碩士班 Master Program |
資工碩 / 生醫碩 Department of Computer Science and Engineering / Graduate Program in Biomedical Informatics |
||||
| EEA673 | 深度學習 Deep Learning |
碩士班 Master Program |
電機碩甲組 Electrical Engineering (Program A) |
||||
| EI320 | 深度學習使用 Python Deep Learning with Python |
大學部 Undergraduate Program |
電通英專 International Bachelor Program in Electrical and Communication Engineering |
||||
| EEB330 | 人工智慧與深度學習 Introduction to Artificial Intelligence and Deep Learning |
大學部 Undergraduate Program |
電機系乙組 Electrical Engineering (Program B) |
||||
| EEB585 | 類神經網路與深度學習 Neural Networks and Deep Learning |
碩士班 Master Program |
電機碩乙組 Electrical Engineering (Program B) |
||||
| 電腦視覺 Computer Vision |
3 | AI509 | 電腦視覺實務與深度學習 Computer Vision Practice with Deep Learning |
碩士班 Master Program |
AI 聯盟 TAICA |
3 or 4 | 至多承認一科 Up to one course may be recognized |
| ME600 / CS508 | 電腦視覺 Computer Vision |
碩士班 Master Program |
機械碩 / 資工碩 Mechanical Engineering / Department of Computer Science and Engineering |
||||
| CS567 / CB550 | 影像處理 Image Processing |
碩士班 Master Program |
資工碩 / 生醫碩 Department of Computer Science and Engineering / Graduate Program in Biomedical Informatics |
||||
| CS362 / IN314 | 影像處理概論 Introduction to Image Processing |
大學部 Undergraduate Program |
資工系 / 資訊英專 Computer Science and Engineering / International Bachelor Program in Informatics |
||||
| EEB215 | 電腦視覺與影像處理概論 Introduction to Computer Vision and Image Processing |
大學部 Undergraduate Program |
電機系乙組 Electrical Engineering (Program B) |
||||
| EEA625 | 計算機視覺 Computer Vision |
碩士班 Master Program |
電機碩甲組 Electrical Engineering (Program A) |
||||
| EE507 | 影像處理 Image Processing |
碩士班 Master Program |
電機碩 Electrical Engineering |
||||
| 人工智慧影像應用課程 Applied AI for Imaging Technologies |
3 | AI504 | 機器導航與探索 Robotic Navigation and Exploration |
碩士班 Master Program |
AI 聯盟 TAICA |
3 or 4 or 5 | 至多承認一科 Up to one course may be recognized |
| EE881 | 影像檢測技術 Image Inspection and Detection Technique |
碩士班 Master Program |
電機碩 Electrical Engineering |
||||
| EE806 | 深度學習與視覺應用 Deep Learning and its Vision Applications |
碩士班 Master Program |
電機碩 Electrical Engineering |
||||
| EEA696 | 多媒體深度學習 Deep Learning for Multimedia |
碩士班 Master Program |
電機碩甲組 Electrical Engineering (Program A) |
||||
| EEC563 | 人工智慧與其應用 Artificial Intelligence and Its Applications |
碩士班 Master Program |
電機碩丙組 Electrical Engineering (Program C) |
三、學程證書授予標準 Certificate Award Criteria
- 有意修讀本學分學程之同學，請自行至個人 Portal 完成線上選課作業。Students intending to apply for this credit program shall submit an online application through their personal Portal accounts.
- 凡修畢本學分學程規定課程並累計修滿 15 學分者，請向 AI 中心提出申請；經審核通過後，授予「人工智慧視覺技術學分學程」證書。Students who have accumulated 15 credits in this credit program may submit an application to the AI Center. Upon review and approval, a certificate for the Artificial Intelligence for Computer Vision and Imaging Technology Program will be awarded.
- 凡修畢 AI 聯盟開設課程的 3 門及其他院系開設課程 2 門者，累計達 5 門課程者，得申請教育部頒發的證書；欲申請者請向 AI 中心提出申請，經審核通過後將授予證書。Students who have completed three courses offered by TAICA and two courses offered by other departments, for a total of five courses, may apply for a certificate issued by the Ministry of Education. Applicants shall submit their application to the AI Center; upon review and approval, the certificate will be awarded.
四、領域別 Fields of Study
人工智慧 Artificial Intelligence
五、學程主責教師 Program Director
電機系乙組 / 法沙可教授 Electrical Engineering (Program B) / Prof. Isack Farady
六、負責規劃單位 Responsible Planning Unit
人工智慧學分學程委員會 Artificial Intelligence Credit Program Committee