NCHU Course Outline
Course Name (中) 資料科學產業應用趨勢與案例(7650)
(Eng.) Data Science Industry Application Trends and Cases
Offering Dept Executive Master Program in Business Administration
Course Type Elective Credits 3 Teacher TSAI, MENG-HSIUN et al.
Department Executive Master Program in Business Administration / (W)Graduate Language Chinese Semester 2026-SPRING
Course Description 本課程將以專題演講與業界參訪的形式進行。專題演講的部分預計將邀請多位資料科學產業的相關主管會是新創公司創辦人。業界實地參訪則會選定2至3家企業進行實地的訪問,以深入瞭解資料科學在業界的導入模式。
Prerequisites
Relevance of Course Objectives and Core Learning Outcomes(%) Teaching and Assessment Methods for Course Objectives
Course Objectives Competency Indicators Ratio(%) Teaching Methods Assessment Methods
從實際案例中了解資料科學產業應用趨勢
Visit
Discussion
Lecturing
Attendance
Oral Presentation
Course Content and Homework/Schedule/Tests Schedule
Week Course Content
Week 1 (2/26) 課程簡介 (蔡孟勳 老師、英家慶 老師、黃仲誼 老師)
Week 2 (3/5) 資料科學核心技術與產業應用介紹(一) (蔡孟勳 老師)
Week 3 (3/12) 資料科學核心技術與產業應用介紹(二) (蔡孟勳 老師)
Week 4 (3/19) 資料科學核心技術與產業應用介紹(三) (蔡孟勳 老師)
Week 5 (3/26) 資料科學核心技術與產業應用介紹(四) (蔡孟勳 老師)
Week 6 (4/2) 專題演講 (蔡孟勳 老師)
Week 7 (4/9) 參訪 (擇一週日執行)(蔡孟勳 老師、英家慶 老師、黃仲誼 老師)
Week 8 (4/16) 決策者的超級引擎:全球 HPC 發展與戰略佈局(黃仲誼 老師)
Week 9 (4/23) 台灣超級電腦發展與產學算力版圖:資源與合作模式(黃仲誼 老師)
Week 10 (4/30) 資料科學應用:以電腦視覺為核心之智慧都市、智慧醫療與智慧工業之案例(黃仲誼 老師)
Week 11 (5/7) AI 生態鏈成功案例 - 軟硬體整合的帝國:Nvidia 與 CUDA 戰略(黃仲誼 老師)
Week 12 (5/14) 專題演講 (英家慶 老師)
Week 13 (5/21) 大型視覺語言模型應用(一) (英家慶 老師)
Week 14 (5/28) 大型視覺語言模型應用(二) (英家慶 老師)
Week 15 (6/4) 大型視覺語言模型應用(三) (英家慶 老師)
Week 16 (6/11) 期末報告 (蔡孟勳 老師、英家慶 老師、黃仲誼 老師)
self-directed
learning
   01.Participation in professional forums, lectures, and corporate sharing sessions related to industry-government-academia-research exchange activities.
   04.Participation in visits or internships at industry, government, or academic institutions.

Evaluation
出席狀況 30%
心得報告(口頭報告) 70%
Textbook & other References

Teaching Aids & Teacher's Website
ilearning
Office Hours
週一 14:00-16:00
Sustainable Development Goals, SDGs(Link URL)
09.Industry, Innovation and Infrastructureinclude experience courses:N
Please respect the intellectual property rights and use the materials legally.Please respect gender equality.
Update Date, year/month/day:2026/02/24 16:44:23 Printed Date, year/month/day:2026 / 5 / 25
The second-hand book website:http://www.myub.com.tw/