List of Courses for Fall Semester, Academic Year 114
114 學年度上學期共開設 10 門主導課程，由六所大學（國立清華大學、國立臺灣大學、國立政治大學、國立陽明交通大學、國立成功大學、國立臺北科技大學）共同提供。為協助學生克服修課過程中的挑戰，本學期維持衛星課程形式，盟校將配置協同教師及助教，提供學習輔導與問題解決支援，進一步強化課程品質與學習成效。這些課程皆經計畫辦公室與專家審核遴選，作為示範課程。TAICA 聯盟將持續推出更多元豐富的課程，拓展學生的學習資源與成長機會。以下為 114 學年度上學期課程：
In this semester, 10 master courses are being offered by six universities: NTHU, NTU, NCCU, NYCU, NCKU, and NTUT. To support students in overcoming learning challenges, satellite course formats will be implemented. Partner institutions will assign co-instructors and teaching assistants to provide academic guidance and support for resolving difficult topics, improving both the completeness and effectiveness of the learning experience. All courses have been reviewed and selected by the TAICA Project Office and expert committees as model courses, and TAICA will continue to introduce a wider range of courses to enrich student learning resources and development opportunities. Below is the list of courses for the 1st semester of AY 114:
人工智慧導論
Introduction to Artificial
Intelligence
人工智慧探索應用學分學程(人工智慧導論)
人工智慧自然語言技術學分學程(人工智慧導論)
Applied Artificial Intelligence Exploration Program
(Intro to AI)
Artificial Intelligence for Natural Language Technology Program
(Intro to AI)
學校：成功大學
教師：朱威達
課程屬性：大學部課程
課程難度：★★★★
盟校課程型態：封閉式：鏡像課程/條件式：衛星課程
同步遠距上課時間：週四 13:10-16:00
同步考試時間(實體)：2025/12/11 13:10-16:00
授課語言：中文
遠距上課位置：https://www.youtube.com/@WeiTaChu
課程大綱：https://drive.google.com/file/d/1G2Vw8F0EbQ7RsHsjud8bSEpGdR2WDtKq/view?usp=drive_link
University: National Cheng Kung University
Instructor: Prof. Wei-Ta Chu
Course Level: Undergraduate
Course Difficulty：★★★★
Course Type: Closed Authorization: Mirror course / Conditional Authorization: Satellite course
Live Online Class Time: Thu 13:10–16:00
Exam Schedule (in person): 2025/12/11 13:10-16:00
Language of Instruction: Chinese
Online Class Link: https://www.youtube.com/@WeiTaChu
Course Syllabus: https://drive.google.com/file/d/1G2Vw8F0EbQ7RsHsjud8bSEpGdR2WDtKq/view?usp=drive_link
金融科技導論
Introduction to FinTech
人工智慧探索應用學分學程(人工智慧應用課程)
Applied Artificial Intelligence Exploration Program
(Applied AI Course)
學校：國立臺灣大學
教師：張智星、陳君明
課程屬性：研究所課程
課程難度：★★★★★★
盟校課程型態：鏡像課程
遠距上課時間：星期三 9:10-12:10
同步考試時間(實體)：2025/12/17 9:10-12:10
授課語言：中文
遠距上課位置：https://meet.google.com/kwq-ytep-gsa
課程網頁：http://mirlab.org/jang/courses/fintech/
課程大綱：https://drive.google.com/file/d/1v3jK8fcniSswc1Tq-fp5kh9b82yTP-XN/view?usp=drive_link
University: National Taiwan University
Instructors: Prof. Jyh-Shing Roger Jang, Prof. Chun-Ming Chen
Course Level: Graduate
Course Difficulty：★★★★★★
Course Type: Mirror course
Live Online Class Time: Wed 9:10–12:10
Exam Schedule (in person): 2025/12/17 9:10-12:10
Language of Instruction: Chinese
Online Class Link:https://meet.google.com/kwq-ytep-gsa
Course Website:http://mirlab.org/jang/courses/fintech/
Course Syllabus: https://drive.google.com/file/d/1v3jK8fcniSswc1Tq-fp5kh9b82yTP-XN/view?usp=drive_link
資料探勘與應用
Data Mining : Concepts, Techniques, and Applications
人工智慧自然語言技術學分學程(資料探勘與應用)
人工智慧工業應用學分學程(資料探勘與應用)
Artificial Intelligence for Natural Language Technology Program
(Data Mining Techniques and Applications)
Artificial Intelligence in Industrial Applications Program
(Data Mining Techniques and Applications)
學校：國立清華大學
教師：陳宜欣
課程屬性：研究所課程(開放大三（含）以上選課)
課程難度：★★★★★★★
盟校課程型態：封閉式：鏡像課程/條件式：衛星課程
遠距上課時間：星期一 9:00-12:00
同步考試時間(實體)：2025/12/8 9:00-11:30
授課語言：英文
遠距上課位置：https://www.youtube.com/@NTHU_ISA5810_DataMining
課程大綱：
https://drive.google.com/file/d/1F8MYY27NKIcuC-z6EThV_1XCKZOuLHxN/view?usp=drive_link
University: National Tsing Hua University
Instructor: Prof. Yi-Shin Chen
Course Level: Graduate (Open to incoming 3rd year undergraduates and up)
Course Difficulty：★★★★★★★
Course Type: Closed Authorization: Mirror Course / Conditional Authorization: Satellite Course
Live Online Class Time: Mon 9:00-12:00
Exam Schedule (in person): 2025/12/8 9:00-11:30
Language of Instruction: English
Online Class Link: https://www.youtube.com/@NTHU_ISA5810_DataMining
Course Syllabus:
https://drive.google.com/file/d/1F8MYY27NKIcuC-z6EThV_1XCKZOuLHxN/view?usp=drive_link
自然語言處理
Natural Language Processing
人工智慧自然語言技術學分學程(自然語言處理)
Artificial Intelligence for Natural Language Technology Program
(Natural Language Processing)
學校：國立清華大學
教師：高宏宇
課程屬性：研究所課程
課程難度：★★★★★★★★
盟校課程型態：封閉式：鏡像課程/條件式：衛星課程
遠距上課時間：星期二 13:20-15:10
星期四 13:20-14:10
授課語言：中文
遠距上課位置（每週更新）：https://cool.ntu.edu.tw/courses/41436/modules
https://github.com/IKMLab/NTHU_Natural_Language_Processing
課程大綱：
https://drive.google.com/file/d/1YSEJUiaCv5Nm6jRoeSNdO2XhAJt1OuP0/view?usp=drive_link
University: National Tsing Hua University
Instructor: Prof. Hung-Yu Kao
Course Level: Graduate
Course Difficulty：★★★★★★★★
Course Type: Closed Authorization: Mirror Course / Conditional Authorization: Satellite Course
Live Online Class Time: Tue 13:20–15:10 & Thu 13:20–14:10
Language of Instruction: Chinese
Online Class Link: https://cool.ntu.edu.tw/courses/41436/modules
https://github.com/IKMLab/NTHU_Natural_Language_Processing
Course Syllabus:
https://drive.google.com/file/d/1YSEJUiaCv5Nm6jRoeSNdO2XhAJt1OuP0/view?usp=drive_link
基礎程式設計(C++)
Introduction to Programming (C++)
人工智慧探索應用學分學程(程式設計)
Applied Artificial Intelligence Exploration Program
(Programming)
學校：國立陽明交通大學
教師：温宏斌
課程屬性：大學部課程
課程難度：★★★
盟校課程型態：衛星課程
遠距上課時間：星期一 9:00-12:00
同步考試時間(實體)：2025/10/20 9:00-12:00、2025/12/15 9:00-12:00
授課語言：中文
遠距上課位置（每週更新）：https://cool.ntu.edu.tw/login/portal
課程大綱：https://drive.google.com/file/d/1QQLbqr0hJUIlohHfC4e63thlYDYNreM6/view?usp=drive_link
University: National Yang Ming Chiao Tung University
Instructor: Prof. Hung-Pin (Charles) Wen
Course Level: Undergraduate
Course Difficulty：★★★
Course Type: Satellite Course
Live Online Class Time: Mon 9:00-12:00
Exam Schedule (in person): 2025/10/20 9:00-12:00、2025/12/15 9:00-12:00
Language of Instruction: Chinese
Online Class Link: https://cool.ntu.edu.tw/login/portal
Course Syllabus: https://drive.google.com/file/d/1QQLbqr0hJUIlohHfC4e63thlYDYNreM6/view?usp=drive_link
智慧人機互動
Human-AI Interaction
人工智慧自然語言技術學分學程(智慧人機互動)
Artificial Intelligence for Natural Language Technology Program
(Human-Computer Interaction)
學校：國立臺北科技大學
教師：韓秉軒
課程屬性：研究所課程(開放大三（含）以上選課)
課程難度：★★★★★★
盟校課程型態：封閉式：鏡像課程/條件式：衛星課程
遠距上課時間：星期四 13:10-16:00
共同展示交流期末成果：2025/12/27 13:10-16:00
授課語言：中文
遠距上課位置：https://www.youtube.com/@xrlabntut0411
課程大綱：https://drive.google.com/file/d/1u8S8pv0_zqB7V99rSWcyFaagxv-158xs/view?usp=drive_link
University: National Taipei University of Technology
Instructor: Prof. Ping-Hsuan Han
Course Level: Graduate (Open to incoming 3rd year undergraduates and up)
Course Difficulty：★★★★★★
Course Type: Closed Authorization: Mirror Course / Conditional Authorization: Satellite Course
Live Online Class Time: Thu 13:10-16:00
Exam Schedule (in person): 2025/12/27 13:10-16:00
Language of Instruction: Chinese
Online Class Link: https://www.youtube.com/@xrlabntut0411
Course Syllabus: https://drive.google.com/file/d/1u8S8pv0_zqB7V99rSWcyFaagxv-158xs/view?usp=drive_link
統計學暨實習
Statistics with Recitation
人工智慧工業應用學分學程(統計)
Artificial Intelligence in Industrial Applications Program
(Statistics)
學校：國立臺灣大學
教師：李宗穎
課程屬性：大學部課程
課程難度：★★★
盟校課程型態：衛星課程
遠距上課時間：星期二 13:20-15:10 (Recitation Session);
星期三 9:10-12:10 (Lecture)
同步考試時間(實體)：
小考：2025/9/23(二)、2025/10/7(二)、2025/10/14(二)、2025/11/11(二)、2025/11/25(二)、2025/12/2(二)
期末考：2025/12/10(三) 9:30-12:00
授課語言：英文
遠距上課位置：https://meet.google.com/qsc-juwa-ucj
課程大綱：https://drive.google.com/file/d/1Rb4DYwsEfAOcqnCI5YJO9SFmXHSet9jz/view?usp=drive_link
University: National Taiwan University
Instructor: Prof. Chung-Ying Lee
Course Level: Undergraduate
Course Difficulty：★★★
Course Type: Satellite Course
Live Online Class Time: Tue 13:20-15:10 (Recitation Session);
Wed 9:10-12:10 (Lecture)
Exam Schedule (in person):
Quizzes: 2025/9/23 (Tue), 2025/10/7 (Tue), 2025/10/14 (Tue), 2025/11/11 (Tue), 2025/11/25 (Tue), 2025/12/2 (Tue)
Final Exam: 2025/12/10 (Wed), 9:30–12:00
Language of Instruction: English
Online Class Link: https://meet.google.com/qsc-juwa-ucj
Course Syllabus: https://drive.google.com/file/d/1Rb4DYwsEfAOcqnCI5YJO9SFmXHSet9jz/view?usp=drive_link
生成式人工智慧與機器學習導論
Introduction to Generative Artificial Intelligence and Machine Learning
人工智慧工業應用學分學程(機器學習)
人工智慧視覺技術學分學程(機器學習)
Artificial Intelligence in Industrial Applications Program
(Machine Learning)
Artificial Intelligence for Computer Vision and Imaging Technology Program
(Machine Learning)
學校：國立臺灣大學
教師：李宏毅
課程屬性：大學部課程
課程難度：★★★★★★★★
盟校課程型態：鏡像課程
遠距上課時間：星期五 14:20-17:20
上課週次為 9/12、9/19、9/26、10/17、10/24、10/31、11/14、11/28、12/5、12/12
授課語言：中文
遠距上課位置：https://speech.ee.ntu.edu.tw/~hylee/GenAI-ML/2025-fall.php
課程大綱：https://drive.google.com/file/d/1YLdEM0lwAlPTMRnRj7imlZRD_OStJkQo/view?usp=drive_link
University: National Taiwan University
Instructor: Prof. Hung-Yi Lee
Course Level: Undergraduate
Course Difficulty：★★★★★★★★
Course Type: Mirror Course
Live Online Class Time: Fri 14:20-17:20
Classes will be held on 9/12、9/19、9/26、10/17、10/24、10/31、11/14、11/28、12/5、12/12
Language of Instruction: Chinese
Online Class Link: https://speech.ee.ntu.edu.tw/~hylee/GenAI-ML/2025-fall.php
Course Syllabus: https://drive.google.com/file/d/1YLdEM0lwAlPTMRnRj7imlZRD_OStJkQo/view?usp=drive_link
電腦視覺實務與深度學習
Computer Vision Practice with Deep Learning
人工智慧視覺技術學分學程(電腦視覺)
Artificial Intelligence for Computer Vision and Imaging Technology Program
(Computer Vision)
學校：國立臺灣大學
教師：鄭文皇
課程屬性：研究所課程(開放大三（含）以上選課)
課程難度：★★★★★★★★★
盟校課程型態：衛星課程
遠距上課時間：星期五 9:10-12:10
授課語言：中文
遠距上課位置：https://cool.ntu.edu.tw/login/portal
課程大綱：https://drive.google.com/file/d/1bVq3qki54tjvhqbegSXK-V9vlph9YsSW/view?usp=drive_link
University: National Taiwan University
Instructor: Prof. Wen-Huang Cheng
Course Level: Graduate (Open to incoming 3rd year undergraduates and up)
Course Difficulty：★★★★★★★★★
Course Type: Satellite Course
Live Online Class Time: Fri 9:10-12:10
Language of Instruction: Chinese
Online Class Link: https://cool.ntu.edu.tw/login/portal
Course Syllabus: https://drive.google.com/file/d/1bVq3qki54tjvhqbegSXK-V9vlph9YsSW/view?usp=drive_link
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
人工智慧自然語言技術學分學程(生成式人工智慧導論)
人工智慧探索應用學分學程(生成式人工智慧導論)
Artificial Intelligence for Natural Language Technology Program
(Intro to GenAI)
Applied Artificial Intelligence Exploration Program
(Intro to GenAI)
學校：國立政治大學
教師：蔡炎龍
課程屬性：大學部、研究所
課程難度：★★
盟校課程型態：衛星課程
遠距上課時間：星期二 16:00-19:00
授課語言：中文
遠距上課位置：
https://www.youtube.com/@ive-iveai/streams
https://facebook.com/groups/nccumathonline/
課程大綱：
https://drive.google.com/file/d/15mOgP7YQPX-lwapXvPU5M5PX2g6kNA0-/view?usp=drive_link
University: National Chengchi University
Instructor: Prof. Yen-Lung Tsai
Course Level: Undergraduate, Graduate
Course Difficulty：★★
Course Type: Satellite Course
Live Online Class Time: Tue 16:00-19:00
Language of Instruction: Chinese
Online Class Link：
https://www.youtube.com/@ive-iveai/streams
https://facebook.com/groups/nccumathonline/
Course Syllabus: https://drive.google.com/file/d/15mOgP7YQPX-lwapXvPU5M5PX2g6kNA0-/view?usp=drive_link