NCHU Course Outline
Course Name (中) 微積分Python實作(1215)
(Eng.) Calculus With Python
Offering Dept Department of Applied Mathematics
Course Type Required Credits 1 Teacher Hao-Chiang Shao
Department Department of Applied Mathematics/Undergraduate Language English Semester 2026-SPRING
Course Description 以程式實作微積分、機率統計的基本演算法。This course will be offered in English.
Prerequisites
self-directed learning in the course Y
Relevance of Course Objectives and Core Learning Outcomes(%) Teaching and Assessment Methods for Course Objectives
Course Objectives Competency Indicators Ratio(%) Teaching Methods Assessment Methods
Implement fundamental algorithms in calculus, probability, and statistics using Python to build foundational coding skills, ensuring a smooth transition to future programming courses.
1.Basic Knowledge in Mathematical Sciences
4.Professional Knowledge in Scientific Computation
7.Mathematical and Statistical software skills
10
30
60
Discussion
Lecturing
Attendance
Assignment
Course Content and Homework/Schedule/Tests Schedule
Week Course Content
Week 1 Implementation: Riemann Sum.
Week 2 Implementation: Riemann Sum.
Week 3 Implementation: Riemann Sum.
Week 4 Implementation: central limit theorem.
Week 5 Implementation: central limit theorem.
Week 6 Implementation: central limit theorem.
Week 7 Implementation: Gaussian Random Variable Generator (Box-Muller)
Week 8 Implementation: Gaussian Random Variable Generator (Box-Muller)
Week 9 Implementation: Gaussian Random Variable Generator (Box-Muller)
Week 10 Pseudo-code: Stable Marriage Problem
Week 11 Pseudo-code: Stable Marriage Problem
Week 12 Pseudo-code: Stable Marriage Problem
Week 13 Pseudo-code: Huffman codec
Week 14 Pseudo-code: Huffman codec
Week 15 Pseudo-code: Huffman codec
Week 16 Data Visualization Methods Data Visualization Methods Data Visualization Methods
self-directed
learning
Evaluation
點名: 40%
作業: 10%*6 = 60%
Textbook & other References
課堂公告
Teaching Aids & Teacher's Website

Office Hours
Wed. afternoon 1500~1600
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 / 1 / 09
The second-hand book website：http://www.myub.com.tw/