## 基本素養 Basic Literacy

Ethic & Social Responsibility
Undergraduate students should demonstrate ethical awareness in learning and in social networking

Global Awareness
Undergraduate students should possess a global perspective and an awareness of the effects of globalization

## 核心能力 Competence

Oral Communication/ Speaking
Undergraduate students should be able to communicate effectively in speaking.

Written Communication/Writing
Undergraduate students should be able to communicate effectively in writing.

Creativity and Innovation
Undergraduate students should be able to solve strategic problems with creative and innovative approaches

Problem Solving
Undergraduate students should be able to solve strategic problems with creative and innovative approaches

Analytical & Computational Skills
Undergraduate students should be able to solve strategic problems with creative and innovative approaches

Values, Skills & Professionalism
Undergraduate students should acquire the skills and values required of a true professional

Technical Skills
Undergraduate students should acquire the skills and values required of a true professional

Management Skills
Undergraduate students should acquire the skills and values required of a true professional

## 課程學習目標 Course Objectives

• To learn matrix algebra/學習矩陣運算
• To learn the fundamental theory of linear algebra/學習線性代數基本理論
• To learn certain applications in statistics./學習在統計之應用
• ## 課程進度 Progress Description

進度說明 Progress Description
1Review of Chapter 3
24.1 Orthogonality
34.2 Projections
44.3 Least Squares Approximation
54.4 Orthogonal Basis
6First Mideterm
75.1 ~5.2 Determinants
85.3 Cramer’s Rule, Inverse, and Volumes
96.1 Eigenvalues
106.2~6.3 Diagonalizing a Matrix
116.4 Symmetric Matrices
12Second Midterm
136.5 Positive Definite Matrices
146.6 Similar Matrices
156.7 Singular Value Decomposition
167 Linear Transformation
178 Applications
18Final Examine
以上每週進度教師可依上課情況做適度調整。The schedule may be subject to change.

## 有關課程其他調查 Other Surveys of Courses

1.本課程是否規劃業界教師參與教學或演講? 否
Is there any industry specialist invited in this course? How many times? No
2.本課程是否規劃含校外實習(並非參訪)? 否
Are there any internships involved in the course? How many hours? No