NCHU Course Outline
Course Name (中) 微積分Python實作(1216)
(Eng.) Calculus With Python
Offering Dept Department of Applied Mathematics (Data Science and Computing Program)
Course Type Required Credits 1 Teacher Chih-En Kuo
Department Department of Applied Mathematics (Data Science and Computing Program) / Undergraduate Language Chinese Semester 2026-SPRING
Course Description python 程式語言是數據分析與數值計算很重要的工具之一。本課程在教導學生學習 python 的基本科學計算與繪圖指令,讓學生具有使用python計算微積分問題的能力。
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
學會使用三個 Python packages:Matplotlib、Numpy 和 Scipy。
1.Basic Knowledge in Mathematical Sciences
3.Professional Knowledge in Statistical Analysis
7.Mathematical and Statistical software skills
10
30
60
Exercises
Lecturing
Assignment
Quiz
Course Content and Homework/Schedule/Tests Schedule
Week Course Content
Week 1 18 節課集中在六週上完。
PYTHON基本語法介紹、資料型態
Week 2 18 節課集中在六週上完。
PYTHON邏輯判斷語法介紹、函式
Week 3 18 節課集中在六週上完。
用PYTHON求極限值問題
Week 4 18 節課集中在六週上完。
用PYTHON求導函數、微分問題
Week 5 18 節課集中在六週上完。
用PYTHON求積分問題、函數繪圖
Week 6 18 節課集中在六週上完。
用PYTHON解微積分應用問題: 最陡梯度法
Week 7 18 節課集中在六週上完。
Week 8 18 節課集中在六週上完。
Week 9 18 節課集中在六週上完。
Week 10 18 節課集中在六週上完。
Week 11 18 節課集中在六週上完。
Week 12 18 節課集中在六週上完。
Week 13 18 節課集中在六週上完。
Week 14 18 節課集中在六週上完。
Week 15 18 節課集中在六週上完。
Week 16 8 節課集中在六週上完。Ϻ 節課集中在六週上完。Ϻ 節課集中在六週上完。
self-directed
learning

Evaluation
隨堂作業與期末測驗
Textbook & other References

Teaching Aids & Teacher's Website
隨課發講義。
Office Hours
另訂
Sustainable Development Goals, SDGs(Link URL)
include experience courses:N
Please respect the intellectual property rights and use the materials legally.Please respect gender equality.
Update Date, year/month/day:None Printed Date, year/month/day:2026 / 5 / 02
The second-hand book website:http://www.myub.com.tw/