元智大學人工智慧自然語言技術學分學程科目規劃表
Yuan Ze University Artificial Intelligence for Natural Language 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
為配合協助政府的各領域的產業創新計畫，驅動產業發展量能，為因應生成式人工智慧、與大型語言模型應用在各領域的潮流，本學分學程屬於人工智慧技術學分學程，透過循序漸進的修課規劃，讓學生在自然語言相關領域有所理解，未來應用技術在各產業的創新上。
To support the government’s cross-sector industrial innovation initiatives and drive forward industrial development, this program addresses the rise of Generative AI and large language model applications across various fields. Through a step-by-step course structure, the program helps students develop a strong understanding of natural language technologies, preparing them to apply these skills to future innovations in diverse industries.
二、課程設計 Curriculum Design
|
TAICA Course Title |
學分Credit(s) |
課號 Course ID |
課名 Course Name |
學制 Degree Structure |
開課系所 |
建議修課順序 Recommended Course Sequence |
備註 Remarks |
|
生成式人工智慧導論/人工智慧導論 Introduction to Generative Artificial Intelligence/ Introduction to Artificial Intelligence |
3 |
AI004 |
人工智慧導論 Introduction to Artificial Intelligence |
大學部 Undergraduate Program |
AI聯盟 TAICA |
1 |
至多承認一科 Up to one course may be recognized |
|
AI501 |
生成式AI的人文導論 Introducing Generative AI for Humanities |
碩士班 Master Program |
AI聯盟 TAICA |
||||
|
AI502 |
生成式 AI：文字與圖像生成的原理與實務 Generative AI: Text and Image Synthesis Principles and Practice |
碩士班 Master Program |
AI聯盟 TAICA |
||||
|
IE123 |
資訊與人工智慧概論 Introduction to Information Technology and Artificial |
大學部 Undergraduate Program |
工管系 Industrial Engineering |
||||
|
IE633 |
生成式AI與大語言模型 Generative AI and Large Language Model |
碩士班 Master Program |
工管碩 Department of Industrial Engineering and Management |
||||
|
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 |
2 or 3 |
至多承認一科 |
|
智慧人機互動 Human-Computer Interaction |
3 |
AI507 |
智慧人機互動 Human-AI Interaction |
碩士班 Master Program |
AI聯盟 TAICA |
2 or 3 |
至多承認一科 |
|
IC291 |
人機互動概論 Introduction of Human-Computer Interaction |
大學部 Undergraduate Program |
資傳系 Department of Information Communication |
||||
|
CS514/ CB573 |
人機互動設計 Human-Computer Interaction Design |
碩士班 Master Program |
資工碩/生醫碩 Department of Computer Science and Engineering/ Graduate Program in Biomedical Informatics |
||||
|
資料探勘與應用 Data Mining Techniques and Applications |
3 |
AI505 |
資料探勘與應用 Data Mining : Concepts, Techniques, and Applications |
碩士班 Master Program |
AI聯盟 TAICA |
2, 3, or 4 |
至多承認一科 |
|
IE599 |
資料探勘 Data Mining |
碩士班 Master Program |
工管碩 Department of Industrial Engineering and Management |
||||
|
CS412 |
資料探勘 Data Mining |
大學部 Undergraduate Program |
資工系 Computer Science and Engineering |
||||
|
IN316 |
資料探勘 Data Mining |
大學部 Undergraduate Program |
資訊英專 International Bachelor Program in Informatics |
||||
|
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 |
||||
|
EEA677 |
資料科學 Data Science |
碩士班 Master Program |
電機碩甲組 Electrical Engineering (Program A) |
||||
|
自然語言處理 Natural Language Processing |
3 |
AI508 |
自然語言處理 Natural Language Processing |
碩士班 Master Program |
AI聯盟 TAICA |
5 |
至多承認一科 |
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「人工智慧自然語言技術學分學程」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 Natural Language 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
中語系 / 黃智明教授 Department of Chinese Linguistics and Literature / Prof. Chih - ming Huang
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