NCHU Course Outline
Course Name (中) 生物資訊學資料庫分析與管理(6107)
(Eng.) Bioinformatics Database Analysis and Management
Offering Dept Department of Management Information Systems
Course Type Elective Credits 3 Teacher TSAI, MENG-HSIUN
Department Department of Management Information Systems / Graduate Language Chinese Semester 2026-FALL
Course Description 本課程以生物資訊學、生物資料庫與序列分析為核心,涵蓋分子生物學、DNA/RNA/蛋白質資料、生物資訊資料庫、成對序列比對、BLAST、多重序列比對、演化分析及 RNA/蛋白質結構分析,並於各主題導入 Python、機器學習、深度學習、Embedding、結構預測與生成式人工智慧等應用概念。課程強調生物學問題、傳統生物資訊方法與 AI 模型之間的連結,培養學生運用資料庫、分析工具與人工智慧方法進行生物醫學資料分析與解釋之能力。
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
使學生了解生物資訊學,並且運用資料探勘資料庫技術找尋出生物中的有用資訊後加以分析並且利用。
Discussion
Assignment
Oral Presentation
Attendance
Course Content and Homework/Schedule/Tests Schedule
Week Course Content
Week 1 1.課程介紹
Week 2 2.分子生物學與生物資訊基礎
Week 3 3.生物資訊資料、Python 與 AI 工具
Week 4 4.Public Holiday
Week 5 5.生物資訊資料庫與 AI 輔助檢索
Week 6 6.成對序列比對 I 與 AI 序列表示
Week 7 7.成對序列比對 II:Global/Local Alignment
Week 8 8.Public Holiday
Week 9 9.PAM、BLOSUM 與 AI 序列相似度分析
Week 10 10.BLAST 與 AI 輔助序列分析
Week 11 11.多重序列比對與 AI 輔助分析
Week 12 12.Phylogenetics 與人工智慧應用
Week 13 13.RNA/Protein Structure Prediction & AI
Week 14 14.Midterm Exam
Week 15 15.Final_Report
Week 16 16.Final_Report
self-directed
learning
   02.Viewing multimedia materials related to industry and academia.

Evaluation
Practical exercise: 30%
Midterm : 30%
Final report: 30%
Attendance: 10%
Textbook & other References
Bioinformatics:Sequence and Genome Analysis,2004, David W.Mount,ISBN:9789746520706, 雙葉書廊,02-23684198,台北市羅斯福路3段269巷12號1樓

生物資訊 第二版, 2008, 李龍緣, ISBN:9789866929120,九州圖書文物有限公司, 02-23652183,台北市新生南路三段88號5樓
Teaching Aids & Teacher's Website
http://mht.mis.nchu.edu.tw/moodle/
Office Hours
星期五 16:00~18:00
Please respect the intellectual property rights and use the materials and protected electronic files legally. Please respect gender equality.
Update Date, year/month/day:2026/09/07 09:34:23 Printed Date, year/month/day:2026 / 9 / 20
The second-hand book website:http://www.myub.com.tw/