(03)4638800轉7904 winni@saturn.yzu.edu.tw
(03)4638800轉7904 winni@saturn.yzu.edu.tw
元智大學人工智慧探索應用學分學程科目規劃表
Yuan Ze University Applied Artificial Intelligence Exploration Program
Course Planning Table
115.04.29 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：
為配合協助政府相關產業創新計畫，因應這波人工智慧革命，本學分學程屬於人工智慧應用學分學程，屬於學分學程內最容易入門的選項，主要給跨領域學生修習，因此課程設計從先修的程式設計和機率開始，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，最後透過人工智慧專題應用，讓學生們理解人工智慧技術在產業上落地的考量。
To support national industry innovation initiatives and respond to the ongoing AI revolution, this program—the Applied AI Exploration Program—is designed as the most accessible entry point within the TAICA credit programs. It is specifically intended for students from non-computing disciplines. The curriculum begins with foundational subjects such as programming and probability, then progresses gradually. Students not only gain solid technical knowledge in AI but also explore ethical considerations, and ultimately apply what they’ve learned through capstone AI application projects, which focus on real-world industry challenges.
二、課程設計 Curriculum Design：至少3學分 at least 3 credits
|
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 |
建議修課順序 Recommended Course Sequence |
備註 Remarks |
|
程式設計 Programming |
3 |
AI003 |
基礎程式設計（C++） Introduction to Programming (C++) |
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 |
|
CS106 |
程式設計(一) Computer Programming(I) |
大學部 Undergraduate Program |
資工系 Department of Computer Science |
||||
|
IM119 |
程式設計(一) Programming(I) |
大學部 Undergraduate Program |
資管系 Department of Information Management |
||||
|
EEB430 |
物件導向程式設計 Object Oriented Programming |
大學部 Undergraduate Program |
電機系乙組 Electrical Engineering (Program B) |
||||
|
EEB224 |
Python 實務應用 Practical Python |
大學部 Undergraduate Program |
電機系乙組 Electrical Engineering (Program B) |
||||
|
機率 Probability |
3 |
AI001 |
機率與統計 Probability and Statistics |
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 |
|
CM201 |
統計學(上) Statistics(I) |
大學部 Undergraduate Program |
管理學院學士班 Bachelor of Business Administration Program |
||||
|
CM202 |
統計學(下) Statistics(II) |
大學部 Undergraduate Program |
管理學院學士班 Bachelor of Business Administration Program |
||||
|
CS226/ IN207 |
機率與統計 Probability and Statistics |
大學部 Undergraduate Program |
資工系/資訊英專 Computer Science and Engineering/ International Bachelor Program in Informatics |
||||
|
IM231 |
統計學(一) Statistics(Ⅰ) |
大學部 Undergraduate Program |
資管系 Department of Information Management |
||||
|
EEB112 |
工程機率 Probability for Engineers |
大學部 Undergraduate Program |
電機系乙組 Electrical Engineering (Program B) |
||||
|
EEA223 |
工程機率 Probability for Engineers |
大學部 Undergraduate Program |
電機系甲組 Electrical Engineering (Program A) |
||||
|
人工智慧導論/生成式人工智慧導論 Introduction to Artificial Intelligence/ Introduction to Generative Artificial Intelligence |
3 |
AI004 |
人工智慧導論 Introduction to Artificial Intelligence |
大學部 Undergraduate Program |
AI聯盟 TAICA |
3 or 4 |
至多承認一科 |
|
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 |
||||
|
IH112/ SC132 |
大數據與政策分析應用基礎 Big Data and Policy Analysis Application Basic |
大學部 Undergraduate Program |
人社英專/社政系 International Bachelor Program in Strategic Communication, College of Humanities /Department of Social and Policy Sciences |
||||
|
EG302 |
人工智慧概論 Introduction to Artificial Intelligence |
學院 College |
工學院 College of Engineering |
||||
|
ME384 |
人工智慧概論 Introduction to Artificial Intelligence |
大學部 Undergraduate Program |
機械系 Mechanical Engineering |
||||
|
CS310 |
人工智慧概論 Introduction to Artificial Intelligence |
大學部 Undergraduate Program |
資工系 Computer Science and Engineering |
||||
|
ME613 |
人工智慧 Artificial Intelligence |
碩士班 Master Program |
機械碩 Mechanical Engineering |
||||
|
CS641 |
人工智慧 Artificial Intelligence |
碩士班 Master Program |
資工碩 Department of Computer Science and Engineering |
||||
|
EEB131 |
智慧資訊概論 Introduction to Artificial Intelligence and Information Technology |
大學部 Undergraduate Program |
電機系乙組 Electrical Engineering (Program B) |
||||
|
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 |
||||
|
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 |
3 or 4 or 5 |
至多承認一科 |
|
人工智慧應用課程 Applied AI Course |
3 |
AI511 |
大型語言模型與資訊安全系統 Applying Large Language Models in Cybersecurity Systems |
碩士班 Master Program |
AI聯盟 TAICA |
4 or 5 |
至多承認一科 |
|
AI512 |
生成式AI應用系統與工程 Generative AI Application Systems and Engineering |
碩士班 Master Program |
AI聯盟 TAICA |
||||
|
AI504 |
機器導航與探索 Robotic Navigation and Exploration |
碩士班 Master Program |
AI聯盟 TAICA |
||||
|
AI506 |
金融科技導論 Introduction to FinTech |
碩士班 Master Program |
AI聯盟 TAICA |
||||
|
CM391 |
金融科技創新 Financial Technology Innovation |
大學部 Undergraduate Program |
管理學院學士班 Bachelor of Business Administration Program |
||||
|
MR508 |
人工智慧與醫學應用 Artificial Intelligence and Its Applications in Medicine |
碩士班 Master Program |
醫研所 Graduate Institute of Medicine |
||||
|
CS646/ CB597 |
生成式人工智慧與應用 Generative AI and Applications |
碩士班 Master Program |
資工碩/生醫碩Department of Computer Science and Engineering/ Graduate Program in Biomedical Informatics |
||||
|
IN319 |
人工智慧與應用 Artificial Intelligence and Applications |
大學部 Undergraduate Program |
資訊英專 International Bachelor Program in Informatics |
||||
|
EEB440 |
AI醫學應用入門與實作：機器與深度學習醫學應用實例 Medical AI Workshop: Machine learning and Deep Learning in Medicine |
大學部 Undergraduate Program |
電機系乙組 Electrical Engineering (Program B) |
||||
|
EEA379/EI310 |
智慧控制概論 Introduction of Intelligent Control |
大學部 Undergraduate Program |
電機系甲組/電通英專 Electrical Engineering(Program A)/ International Bachelor Program in Electrical and Communication Engineering |
||||
|
IH249 |
專業科技傳播 Technical Communication |
大學部 Undergraduate Program |
人社英專 International Bachelor Program in Strategic Communication, College of Humanities |
||||
|
IH248 |
AI多媒體內容管理與創造 Technical Communication |
大學部 Undergraduate Program |
人社英專 International Bachelor Program in Strategic Communication, College of Humanities |
||||
|
AD441 |
互動科技裝置：概論與程式 Interactive Media Installation : Basic & Program |
大學部 Undergraduate Program |
藝設系 Department of Art and Design |
||||
|
IH217/ SC249 |
大數據與政策分析應用進階 Big Data and Policy Analysis Advanced |
大學部 Undergraduate Program |
人社英專/社政系 International Bachelor Program in Strategic Communication, College of Humanities/ Department of Social and Policy Sciences |
三、學程證書授予標準Certificate Award Criteria：
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
人工智慧跨域創新應用中心