NCHU Course Outline

Course Name	(中) 統計學暨實習(1895)
	(Eng.) Statistics with Recitation
Offering Dept	General
Course Type	Elective	Credits	3	Teacher	CHANG-YUN LIN
Department	General	Language	English	Semester	2026-FALL
Course Description	This course introduces students to the core concepts and methods of statistics, with a focus on learning how to use data effectively in the face of uncertainty. Key topics include data visualization, descriptive statistics, probability, statistical inference, and linear regression. Emphasis will be placed on building intuition and practical understanding rather than mathematical rigor. Students will develop the skills to make sense of data, draw meaningful conclusions, and communicate results with clarity and confidence. The tools and thinking developed in this course are valuable for making informed decisions and conducting research across a wide range of disciplines. They also form the foundation of many modern applications, including machine learning and artificial intelligence.
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
Course Content and Homework/Schedule/Tests Schedule
Week Course Content Week 1 Course introduction Week 2 Week 3 Week 4 Week 5 Week 6 Week 7 Week 8 Week 9 Week 10 Week 11 Week 12 Week 13 Week 14 Week 15 Week 16 self-directed learning
Evaluation
● Quiz: 30% ● Midterm: 30% ● Final: 40%
Textbook & other References
Teaching Aids & Teacher's Website
Office Hours
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 / 10 / 17
The second-hand book website：http://www.myub.com.tw/