NCHU Course Outline
Course Name (中) 電腦在食品科技上之應用(6404)
(Eng.) Computer-Aided Techniques in Food Science
Offering Dept Department of Food Science and Biotechnology
Course Type Elective Credits 2 Teacher Yeh Chen
Department Department of Food Science and Biotechnology / Graduate Language Chinese Semester 2026-SPRING
Course Description 本課程著重在教授最前沿之電腦輔助計算工具於食品生物科技上之應用
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
1. 瞭解人工智能於食品科技上之應用
2. 瞭解食品生物科技中重要的生物資訊分析工具
3. 瞭解食品生物科技中重要的蛋白質模擬與分析工具
topic Discussion / Production
Discussion
Lecturing
Attendance
Assignment
Quiz
Course Content and Homework/Schedule/Tests Schedule
Week Course Content
Week 1 大數據與人工智能於食品科技上之應用(I)
Week 2 大數據與人工智能於食品科技上之應用(II)
Week 3 電腦輔助食品生產流程管理
Week 4 電腦輔助食品安全檢測
Week 5 電腦輔助食品營養分析
Week 6 食品科技高通量數據分析
Week 7 食品檢驗與基因定序分析
Week 8 食品胜肽與蛋白質定序分析
Week 9 期中筆試
Week 10 食品科技核酸與蛋白質序列分析與比對(I)
Week 11 食品科技核酸與蛋白質序列分析與比對(II)
Week 12 食品蛋白質3維立體結構模擬: AlphaFold/SWISS-Model
Week 13 食品蛋白質結構分析
Week 14 食品蛋白質結構可視化軟體PyMOL教學(I)
Week 15 食品蛋白質結構可視化軟體PyMOL教學(II)
Week 16 食品蛋白質分子對接(molecular docking)軟體Discovery Studio教學: 小分子配體 自主學習-參加相關的演講 自主學習-參加相關的演講
self-directed
learning

Evaluation
期中、期末筆試,出席狀況,課堂參與表現
Textbook & other References

Teaching Aids & Teacher's Website

Office Hours

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