全英語授課「人工智慧」深耕跨域學程 科目規劃表
“Artificial Intelligence” Advanced Cross-Domain Program Course Planning Table
(115學年度申請適用)
（For students applied in Academic Year 2026）
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：
本學程提供一個全英文的人工智慧課程，以培訓具備以人工智慧技能造福人群的國際人才。人工智慧的應用範圍廣泛，近年來，人工智慧專業人才需求強烈，因此，提供一個完整的人工智慧訓練課程已成為當務之急。本學程提供學生人工智慧技術的數學算法之基礎，並結合程式設計的訓練，以及使用人工智慧工具和基礎模型的能力，使學生具備以人工智慧技術解決問題的能力。This program offers a fully English-based Artificial Intelligence curriculum designed to cultivate international talents equipped with AI skills to benefit humanity. The applications of AI are extensive, and in recent years, the demand for professionals in this field has grown significantly. Therefore, providing a comprehensive AI training program has become an urgent priority.
The program equips students with the mathematical foundations of AI algorithms, combined with programming training, as well as the ability to use AI tools and foundational models. This enables students to apply AI technologies to solve problems effectively. To further enhance students’ intelligence in AI applications, the program also offers a variety of elective courses, allowing them to apply AI techniques in developing solutions across diverse fields.
二、課程設計 Curriculum Design：
必修課程：至少3學分
Required Courses: At least 3 credits
| 課號
Course ID |
課程名稱
Course Name |
學分
Credit(s) |
學制
Degree structure |
開課系所 Department Offered the Present Course(s) |
備註 Remarks |
| EN004C | 基礎程式設計-Python
Fundamental Computer Programming- Python |
2 | 大學部
Undergraduate Program |
電通學院
Electrical and Communication Engineering College |
EN004C與EI109需一起選修
EN004C and EI109 must be taken together. |
| EI109 | 程式語言實驗(一)
Programming Language Labs(I) |
1 | 電通學院英語學士班
International Bachelor Program in Electrical and Communication Engineering |
||
| EN003C | 基礎程式設計-C
Fundamental Computer Programming-C |
2 | 大學部
Undergraduate Program |
電通學院
Electrical and Communication Engineering College of Business Administration |
EN003 C與EI110需一起選修
EN003 C and EI110 must be taken together |
| EI110 | 程式語言實驗(二)
Programming Language Labs(II) |
1 | 電通學院英語學士班International Bachelor Program in Electrical and Communication Engineering | ||
| IN103 | 程式設計(一)
Computer Programming(I) |
3 | 大學部
Undergraduate Program |
資訊學院英語學士班International Bachelor Program in Informatics | IN103與IN107需一起選修
IN103 and IN107 must be taken together. |
| IN107 | 程式設計(二)
Computer Programming(II) |
3 | |||
| EG008C | 基礎程式設計(一)
Fundamental Computer Programming (I) |
2 | 大學部
Undergraduate Program |
工程學院
College of Engineering |
EG008 C與DE103需一起選修
EG008 C and DE103 must be taken together. |
| DE103 | 基礎程式設計實驗（一）
Computer Programming Lab.(I) |
1 | 工程學院英語學士班 International Bachelor Program in Engineering | ||
| EG010C | 基礎程式設計(二)
Fundamental Computer Programming (II) |
2 | 大學部
Undergraduate Program |
工程學院
College of Engineering |
EG010 C與DE104需一起選修
EG010 C and DE104 must be taken together |
| DE104 | 基礎程式設計實驗（二）
Computer Programming Lab.(II) |
1 | 工程學院英語學士班 International Bachelor Program in Engineering | ||
| EI211 | 工程機率
Probability for Engineers |
3 | 大學部
Undergraduate Program |
電通學院英語學士班
International Bachelor Program in Electrical and Communication Engineering |
此為與他系合開課程。
This course co-offered with other departments |
| IN207 | 機率與統計
Probability and Statistics |
3 | 大學部
Undergraduate Program |
資訊學院英語學士班International Bachelor Program in Informatics | |
| DE206 | 應用統計
Applied Statistics |
3 | 大學部
Undergraduate Program |
工程學院英語學士班 International Bachelor Program in Engineering |
選修課程：至少9學分
Elective courses: at least 9 credits
| 課號
Course ID |
課程名稱
Course Name |
學分
Credit(s) |
學制
Degree structure |
開課系所 Department Offered the Present Course(s) |
備註 Remarks |
| IN303 | 內嵌式系統設計與實習
Embedded System Design and Practice |
3 | 大學部
Undergraduate Program |
資訊學院英語學士班
International Bachelor Program in Informatics |
此為與他系合開課程。
This course co-offered with other departments |
| IN309 | 虛擬實境
Virtual Reality |
3 | 大學部
Undergraduate Program |
此為與他系合開課程。
This course co-offered with other departments |
|
| IN312 | 人工智慧概論
Introduction to Artificial Intelligence |
3 | 大學部
Undergraduate Program |
||
| IN322 | 機器學習
Machine Learning |
3 | 大學部
Undergraduate Program |
||
| IN314 | 影像處理概論
Introduction to Image Processing |
3 | 大學部
Undergraduate Program |
此為與他系合開課程。
This course co-offered with other departments |
|
| IN315 | 大數據分析概論
Introduction to Big Data Analysis |
3 | 大學部
Undergraduate Program |
||
| IN316 | 資料探勘
Data Mining |
3 | 大學部
Undergraduate Program |
此為與他系合開課程。
This course co-offered with other departments |
|
| IN317 | 智慧製造
Smart Manufacturing |
3 | 大學部
Undergraduate Program |
此為與他系合開課程。
This course co-offered with other departments |
|
| IN403 | 決策支援系統
Decision Support Systems |
3 | 大學部
Undergraduate Program |
此為與他系合開課程。
This course co-offered with other departments |
|
| EI320 | 深度學習使用Python
Deep Learning with Python |
3 | 大學部
Undergraduate Program |
電通學院英語學士班
International Bachelor Program in Electrical and Communication Engineering |
|
| EI228 | 機器學習導論 Introduction to Machine Learning |
3 | 大學部
Undergraduate Program |
||
| EI405 | 機器人概論
Introduction to Robotics |
3 | 大學部
Undergraduate Program |
此為與他系合開課程。
This course co-offered with other departments. |
|
| EI319 | 自主移動機器人
Autonomous Mobile Robot |
3 | 大學部
Undergraduate Program |
||
| EI413 | 半導體製程技術
Semiconductor Processing Technology |
3 | 大學部
Undergraduate Program |
||
| EI328 | 再生能源轉換及儲存系統
Renewable Energy Conversion & Storage Systems |
3 | 大學部
Undergraduate Program |
||
| DE251 | 人因工程(一)
Human Factors (I) |
3 | 大學部
Undergraduate Program |
工程學院英語學士班International Bachelor Program in Engineering | |
| EEA547 | 機器人學
Robotics |
3 | 碩士班Master’s Program | 電機工程學系甲組
Department of Electrical Engineering (Program A) |
碩士班課程僅開放大學部三年級（含）以上學生選修。
Master’s-level courses are open only to undergraduate students in their third year or above. |
| EEA696 | 多媒體深度學習
Deep Learning for Multimedia |
3 | |||
| EEA699 | 強化學習
Reinforcement Learning |
3 | |||
| CS646 | 生成式人工智慧與應用
Generative AI and Applications |
3 | 資工系
Department of Computer Science and Engineering |
碩士班課程僅開放大學部三年級（含）以上學生選修。
Master’s-level courses are open only to undergraduate students in their third year or above. |
|
| CS508 | 電腦視覺
Computer Vision |
3 |
三、學程證書授予標準Certificate Award Criteria：
- 須至少修習一門非學生所屬學系之科目（不可包含院必修「基礎程式設計」與他系合開之課程）Students are required to take at least one course offered by a department other than their own.(The college-compulsory course ‘The Fundamental Computer Programming’ and courses co-offered with other departments are not included.)
- 修讀本學程之學生必須修畢必修課程至少3學分及選修課程至少9學分，計修滿 12學分（含）以上者，授與「人工智慧」深耕跨域學程證書。
Students enrolled in this program must complete at least 3 credits of required courses and at least 9 credits of elective courses. Those who complete a total of 12 credits or more will be awarded the “Artificial Intelligence” Advanced Cross-Domain Program Certificate.
四、領域別 Fields of Study：人工智慧Artificial Intelligence
五、學程召集人 Program Director： 資訊學院英語學士班主任 黃怡錚主任、工程學院英語學士班主任 黃麗芬主任、電通學院英語學士班主任 蘇泰元主任
六、負責規劃單位 Responsible Planning Unit：
資訊學院英語學士班 International Bachelor Program in Informatics
工程學院英語學士班 International Bachelor Program in Engineering
電通學院英語學士班 International Program in Electrical and Communication Engineering for Bachelor