校際選修

115-1 選課時程

進行中

  • 初選第一階段 6/15/2026
  • 初選第二階段 6/22/2026
  • 校際選修 8/24/2026
  • 初選第三階段 8/31/2026
  • 開學後加退選 9/7/2026
  • 逾期加退選 9/21/2026
選課資源

線性代數

Linear Algebra

學期
111-1
學分
3 學分
當期課號
515506
永久課號
CSCS10011
開課單位
資訊學院共同課程
授課教師
魏群樹
校區
光復
類別
必修
上課時間表
週三
3
10:10–11:00
線性代數
EC114
2 節連堂
4
11:10–12:00

* 根據陽明交大上課時間表所列

概述

Course outline: This is an introductory course in Linear Algebra with emphasis on basic knowledge and concepts. Course objectives: Solve the linear equation Ax=b by Gaussian elimination and Gaussian-Jordan elimination. Proof the properties of matrices and determinants and use them in solving problems. Describe and explain vector spaces: basis, dimension, change of basis, and solve linear equations. Apply eigendecomposition and singular vector decomposition and differentiate their strengths. Formulate a real-world problem as a linear algebra problem and evaluate the performance of the linear algebra solution.

先修科目

High-school level mathematics and understanding in vector, matrix, and linear equations.

教學方式

1) All registered students and waitlist students should appear in the first online meeting (no physical class) at 10:10, 2022/09/14 (link: https://meet.google.com/gvs-wmco-ptz). Students fail to participate in the first meeting may be withdrawn from the class as a 'no show'. 2) Lectures will be given as online meetings. Quizzes and presentations will be held physically in the classroom EC114. 3) No show in class (either online or physical) may lead to loss in grades. 4) Waitlist policy will be announced in the first meeting. ***** This course only accepts online enrollment. ***** ***** Course operation may be subject to change due to unforeseen causes. ***** *** Meeting link on 09/14: (https://meet.google.com/gvs-wmco-ptz) and (https://meet.google.com/msf-rynt-scx) *** Form required to be filled in the first meeting: https://forms.gle/Cm1A7AgDBRXAoF1Y9

評分方式

Attendance: 10% Assignment (Homework and Note): 30% Quiz: 30% Project: 30%

週次計畫
週次主題
第 1 週Course introduction Solving Linear Equations
第 2 週Solving Linear Equations
第 3 週Vector Spaces and Subspaces
第 4 週Vector Spaces and Subspaces
第 5 週Vector Spaces and Subspaces
第 6 週Projection
第 7 週Projection
第 8 週Orthogonality
第 9 週Orthogonality
第 10 週Determinants
第 11 週Eigenvalues and Eigenvectors
第 12 週Project proposal
第 13 週No class on 12/07 (University Sports Day)
第 14 週Singular Value Decomposition
第 15 週Design project presentation
第 16 週Design project presentation
教科書

(optional) Introduction to Linear Algebra, 4th ed., Gilbert Strang Linear Algebra with Applications, 8th ed., Steven J. Leon

Office Hours
地點
EC240 or online
時間
8:20-9:20 AM Thursday
聯絡方式
Chun-Shu Wei (wei@nycu.edu.tw) TAs: Yue-Ting Pan (timpan.cs10@nycu.edu.tw), Sung-Yu Chen (kobe29856907@gmail.com), Hsi-An Chen (hsianchen.cs11@nycu.edu.tw)