sysu


Teaching Videos and Lecture Notes for Linear Algebra @ CS & EE, SUN YAT-SEN UNIVERSITY
中山大学计算机系与电子系课程《线性代数》实时课堂教学视频

The following presents my real-time teaching videos of Linear Algebra for Department of Computer Science and Department of Electronic Engineering at Sun Yat-sen University. The book we use is the Linear Algebra and Its Applications (Third Edition). The purpose of collecting these videos is partially for students who need to review after class, and it can only be used for the non-commercial use. All videos will be kept on update. Any comments are welcome and please write me at zhwshi@mail.sysu.edu.cn.

以下是本人在中山大学面向计算机系和电子系本科生一年级所开设的《线性代数》课程的实时教数学视频。我们采用的课本是 《线性代数及其应用》。采集这些教学视频的目的之一是供学生课后复习,而这些视频只能用于非商业用途。这些视频都是原始 的课堂视频,因此有部分还不理想,后面会不断地更新它们。如果您对这些视频有任何意见和建议,请给我来信,来信请寄

zhwshi@mail.sysu.edu.cn。

The Teaching Language is Chinese in the videos.
教学视频中的语言是中文。

Total time for all the teaching is about 60 course hours excluding non-teaching operations.
教学总时长大约是60课时(不包含非教学时间)
book we use
 

Please download the teaching videos if necessary by pressing Right-click on "Link" and choosing "save link as".
若需下载以下视频,请在Link上点击右键并按保存链接为。

Teaching Unit
课程单元 Link to Download(下载链接)
Linear Equations
线性方程组
Link
Row Reduction Algorithm
行简化算法
Link
Vector Equation
向量方程
Link
Matrix Equation
矩阵方程
Link
Solution Set
方程组解集 Link
Linearly Independent
线性独立
Link
Linear Transformation
线性变换
Link
Matrix Computation-I
矩阵计算-I
Link
Matrix Computation-II
矩阵计算-II
Link
Matrix Partition & Matrix Factorization-I
矩阵分块与矩阵分解-I
Link
Matrix Partition & Matrix Factorization-II 矩阵分块与矩阵分解-II Link
Determinant-I
行列式-I
Link
Determinant-II
行列式-II
Link
Determinant-III
行列式-III
Link
Vector Space-I
向量空间-I
Link
Vector Space-II
向量空间-II
Link
Dimension of Vector Space
向量空间维度
Link
Rank of Matrix
矩阵秩
Link
Change of Basis
基变换
Link
Eigenvector&Eigenvalue-I
特征向量与特征值-I
Link
Eigenvector&Eigenvalue-II 特征向量与特征值-II Link
Eigenvector&Eigenvalue-III 特征向量与特征值-III Link
Inner Product-I
内积-I
Link
Inner Product-II 内积-II Link
Least Squares&Gram Schmid
最小二乘法与正交化
Link
QR Decomposition
QR分解
Link
Symmetric Matrix
对称矩阵
Link
Quadratic Form
二次型
Link
Singular Value Decomposition
奇异值分解
Link


Linear Algebra of Lecture Notes

Lecture 1.

Lecture 2

Lecture 3

Lecture 4

Lecture 5

Lecture 6

Lecture 7

Lecture 8

Lecture 9

Lecture 10

Lecture 11

Lecture 12

Lecture 13

Lecture 14

Lecture 15

Lecture 16

Lecture 17

Lecture 18

Lecture 19

Lecture 20

多项式I 多 项式II

Overview


My Bio


Research


Publication List


Teaching & Tutorials


Resource

(Dataset & Code)


Recruitment on Research Associate Professors
(特聘副研究员招聘)


Recruitment on Research Postdoctoral Positions
(博士后招聘)


Recruitment on Graduate Students
(博士硕士招生)


Recruitment on Research Under-graduate Students
(本科生科研计划)


Our Lab