Course Syllabus

Course Information：

Year-Semester	Course Number	Course Name	Phase	Credits	Hours	Required/Elective	Instructor	Class	Student NO.	Withdraw	Note
Spring Semester Year 2026	359256	Linear Algebra	1	3.0	3	★	Chun-Tao Lin	4EE1C	66	0	預選40人

Course Plan：

Instructor	Chun-Tao Lin　Office Hours
Email	ctl@ntut.edu.tw
Last Updated	2025-12-10 18:42:51
Course Objective	本課程主要探討線性代數基本理論，而教學目標在於使學生對矩陣行為能有基本的掌握度。課程綱要如以下: 一、矩陣基本運算 二、向量空間 三、特徵值與特徵向量 四、內積、正交與最小平方法 五、矩陣分解
Course Schedule	(實際授課進度將視教學狀況調整) Week 1: Introduction. Week 2: Linear Equations in Algebra. Week 3: Linear Equations in Algebra. Week 4: Linear Equations in Algebra. Week 5: Matrix Algebra. Week 6: Matrix Algebra. Week 7: Midterm I. Week 8: Determinants. Week 9: Vector Space. Week 10: Vector Space. Week 11: Eigenvalues and Eigenvectors. Week 12: Midterm II Week 13: Eigenvalues and Eigenvectors. Week 14: Eigenvalues and Eigenvectors. Week 15: Orthogonality and Least Squares. Week 16: Orthogonality and Least Squares. Week 17: Matrix decompositions. Week 18: Final Exam.
Evaluation and grading policy	Weekly Quiz (HWs) 30% Midterm I 20% Midterm II 20% Final 20% Others 10%
Materials	All right reserved. Do not reproduce without permission. Foreign-language textbooks:Yes 1. Linear Algebra and Its Applications (by David. C. Lay 6th-Edition) 2. Slides (投影片為基於出版社提供之資料修訂，請向助教索取，因有智財問題所以嚴禁外流或者用做非教學用途)
The access to curricular consultation	1. 請加入通訊群組與助教聯繫 2. 電子郵件
Expanding teaching and resources
The course corresponds to the SDGs	SDG4：優質教育（Quality Education） SDG9：產業創新與基礎設施（Industry, Innovation and Infrastructure）
Does the course incorporate AI	● 無（None）
Note