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	英文/EMI		Semester	2025-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						self-directed learning in the course	N

Relevance of Course Objectives and Core Learning Outcomes(%)

Teaching and Assessment Methods for Course Objectives

Course Objectives

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Ratio(%)

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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

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	18 節課集中在六週上完。
Week 17	18 節課集中在六週上完。
Week 18	18 節課集中在六週上完。

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

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Update Date, year/month/day：2025/01/15 11:59:52	Printed Date, year/month/day：2025 / 5 / 10
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