List of Courses for Fall Semester, Academic Year 113
教育部為提供學生跨校學習 AI 課程的機會，讓不同學校協作，共同培養未來人才，成立臺灣大專院校人工智慧學程聯盟 Taiwan Artificial Intelligence College Alliance, 簡稱 TAICA。此聯盟自 113 學年度起正式運作，這學期（113 學年度上學期），共開設 5 門主導課程，由三所大學（清大、台大、成大）提供，這些課程經過計畫辦公室與專家審核選擇，作為示範性課程。TAICA 聯盟學校未來將會納入更多元的課程，以供莘莘學子學習，以下為 113 學年度上學期課程：
To provide students with opportunities to take AI courses across institutions and to foster collaborative talent development, the Ministry of Education has established the Taiwan Artificial Intelligence College Alliance (TAICA). Officially launched in Academic Year 2024, the alliance facilitates inter-university cooperation in AI education. In this semester, a total of five master courses have been offered by three universities—National Tsing Hua University, National Taiwan University, and National Cheng Kung University. These courses were selected as model offerings through a rigorous review by the TAICA Project Office and domain experts. Moving forward, TAICA member universities will continue to introduce a more diverse range of AI courses to enrich students’ learning experiences. Below is the list of courses offered in the first semester of Academic Year 2024:
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：★★★★
同步遠距上課時間：週四 13:10-16:00
授課語言：中文
遠距上課位置：https://www.youtube.com/@WeiTaChu
課程網頁：http://mmcv.csie.ncku.edu.tw/~wtchu/courses/2024f_AI/
University: National Cheng Kung University
Instructor: Prof. Wei-Ta Chu
Course Level: Undergraduate
Course Difficulty：★★★★
Live Online Class Time: Thu 13:10–16:00
Language of Instruction: Chinese
Online Class Link: https://www.youtube.com/@WeiTaChu
Course Website: http://mmcv.csie.ncku.edu.tw/~wtchu/courses/2024f_AI/
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：國立台灣大學
教師：張智星、陳君明
課程屬性：研究所課程
課程難度：★★★★★★
同步遠距上課時間：星期三 9:10-12:10
授課語言：中文
同步直播網址：https://ntucc.webex.com/meet/rogerjang
遠距上課位置：https://www.youtube.com/@ntu-fintech4879
課程網頁：http://mirlab.org/jang/courses/fintech
University: National Taiwan University
Instructors: Prof. Jyh-Shing Roger Jang, Prof. Chun-Ming Chen
Course Level: Graduate
Course Difficulty: ★★★★★★
Live Online Class Time: Wed 9:10–12:10
Language of Instruction: Chinese
Live Class Link: https://ntucc.webex.com/meet/rogerjang
Online Class Link: https://www.youtube.com/@ntu-fintech4879
Course Website: http://mirlab.org/jang/courses/fintech
機器學習
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：國立台灣大學
教師：林軒田
課程屬性：研究所課程
課程難度：★★★★★★★★
同步遠距上課時間：星期一 13:20-16:20
授課語言：英文
遠距上課位置：https://www.youtube.com/@hsuantien
課程網頁：https://www.csie.ntu.edu.tw/~htlin/course/ml24fall/
University: National Taiwan University
Instructor: Prof. Hsuan-Tien Lin
Course Level: Graduate
Course Difficulty: ★★★★★★★★
Live Online Class Time: Mon 13:20–16:20
Language of Instruction: English
Online Class Link: https://www.youtube.com/@hsuantien
Course Website: https://www.csie.ntu.edu.tw/~htlin/course/ml24fall/
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：★★★★★★★★
同步遠距上課時間：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：https://cool.ntu.edu.tw/courses/41436/modules
課程網頁(和上課影片)：https://github.com/IKMLab/NTHU_Natural_Language_Processing
University: National Tsing Hua University
Instructor: Prof. Hung-Yu Kao
Course Level: Graduate
Course Difficulty: ★★★★★★★★
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
Course Website & Lecture Videos: https://github.com/IKMLab/NTHU_Natural_Language_Processing
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
課程難度：★★★★★★★
同步遠距上課時間：星期一 9:00-12:00
授課語言：英文
遠距上課位置：https://www.youtube.com/@ISA5810DataMining
課程網頁：https://www.cs.nthu.edu.tw/~yishin/courses/ISA5810/ISA5810-2024.html
University: National Tsing Hua University
Instructor: Prof. Yi-Shin Chen
Course Level: Graduate
Course Difficulty: ★★★★★★★
Live Online Class Time: Mon 9:00–12:00
Language of Instruction: English
Online Class Link: https://www.youtube.com/@ISA5810DataMining
Course Website: https://www.cs.nthu.edu.tw/~yishin/courses/ISA5810/ISA5810-2024.html