(03)4638800轉7904 winni@saturn.yzu.edu.tw
(03)4638800轉7904 winni@saturn.yzu.edu.tw
元智大學人工智慧工業應用學分學程科目規劃表
Yuan Ze University Artificial Intelligence in Industrial Applications 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：
為配合協助政府的工業相關產業創新計畫，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應用學分學程，主要給跨領域學生修習，因此課程設計從先修的統計開始，建議學生在修課之前仍需修習程式設計課程，接下來透過循序漸進的修課規劃，才能在工業上創新。
To support government-led industrial innovation initiatives and boost industrial development capacity in response to the ongoing AI revolution, this program—under the Industrial AI Applications Program—is primarily designed for cross-disciplinary students. The curriculum begins with statistics as a prerequisite, and it is recommended that students also take programming courses beforehand. A step-by-step learning progression is provided to equip students with the skills necessary for industrial innovation through AI.
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 |
|
統計 Statistics |
3 |
AI005 |
統計學暨實習 Statistics with Recitation |
大學部 Undergraduate Program |
AI聯盟 TAICA |
1 |
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 |
||||
|
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 |
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 |
||||
|
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 |
||||
|
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 |
||||
|
EE677 |
資料科學 Data Science |
碩士班 Master Program |
電機碩 Electrical Engineering |
||||
|
CS531 |
資料科學 Data Science |
碩士班 Master Program |
資工碩 Department of Computer Science and Engineering |
||||
|
CB583 |
資料科學 Data Science |
碩士班 Master Program |
生醫碩 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) |
||||
|
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 |
||||
|
IE625 |
巨量資料分析 Big Data Analytics |
碩士班 Master Program |
工管碩 Department of Industrial Engineering and Management |
||||
|
EEA699 |
強化學習 Reinforcement Learning |
碩士班 Master Program |
電機碩甲組Electrical Engineering (Program A) |
||||
|
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 |
至多承認一科 |
|
智慧製造 Smart Manufacturing |
3 |
AI510 |
智慧製造執行系統 Intelligent Manufacturing Execution Systems |
碩士班 Master Program |
AI聯盟 TAICA |
4 or 5 |
至多承認一科 |
|
EG201 |
智慧生產概論 Introduction to Intelligent Production |
學院 College |
工學院 College of Engineering |
||||
|
IE632 |
智慧製造 Smart Manufacturing |
碩士班 Master Program |
工管碩 Department of Industrial Engineering and Management |
||||
|
|
|
CS429/ IN317 |
智慧製造 Smart Manufacturing |
大學部 Undergraduate Program |
資工系/資訊英專 Computer Science and Engineering /International Bachelor Program in Informatics |
|
|
|
機器人專題 Robotics Capstone |
3 |
AI504 |
機器導航與探索 Robotic Navigation and Exploration |
碩士班 Master Program |
AI聯盟 TAICA |
4 or 5 |
至多承認一科 |
|
ME602 |
機器人學 Robotics |
碩士班 Master Program |
機械碩 Mechanical Engineering |
||||
|
EEB593 |
機器人學 Robotics |
碩士班 Master Program |
電機碩乙組 Electrical Engineering (Program B) |
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：工管系/孫天龍教授 Industrial Engineering/Prof. Tian-Long Sun
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