課程名稱 |
管理數學 Mathematics for Management |
開課學期 |
109-1 |
授課對象 |
管理學院 財務金融學系 |
授課教師 |
黃以達 |
課號 |
Fin2009 |
課程識別碼 |
703 30500 |
班次 |
|
學分 |
3.0 |
全/半年 |
半年 |
必/選修 |
必修 |
上課時間 |
星期五7,8,9(14:20~17:20) |
上課地點 |
管二305 |
備註 |
本課程中文授課,使用英文教科書。 限本系所學生(含輔系、雙修生) 總人數上限:60人 |
Ceiba 課程網頁 |
http://ceiba.ntu.edu.tw/1091Fin_algebra_2020 |
課程簡介影片 |
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核心能力關聯 |
核心能力與課程規劃關聯圖 |
課程大綱
|
為確保您我的權利,請尊重智慧財產權及不得非法影印
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課程概述 |
Linear Algebra:
#1 Multiplication of Matrices, Inverse and Gauss-Jordan Elimination.
#2 LU decomposition, Cholesky Decomposition and Permutation Matrix.
#3 Vector Space.
#4 Linear Independence, Bases and Dimensions.
#5 Types of Solution in Linear System and Complete Solutions.
#6 Inner Product Space and Norm.
#7 Four Fundamental Subspaces.
#8 Determinants.
#9 Projection Matrix and Least Square Method.
#10 Orthogonal Matrix and Gram-Schmidt Process.
#11 Eigenvalue and Eigenvector.
#12 Diagonalization.
#13 Real Symmetric Matrices and Spectral Theorem.
#14 Positive Definite Matrix and Quadratic Form.
#15 Variance-Covariance Matrix.
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課程目標 |
This course is to offer the fundamental tools especially used in finance. In this course, main subjects, such as calculus, linear algebra, and some useful models are included. In this course, the materials are based on the required lecture notes. The grade is totally determined by the regular examinations and quizzes. |
課程要求 |
A heart with passion for Mathematics. |
預期每週課後學習時數 |
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Office Hours |
另約時間 備註: Luke1874@gmail.com |
指定閱讀 |
MIT Open Course: Linear algebra. (2011 Fall) |
參考書目 |
1. Gilbert Strang: Introduction to linear algebra.
2. MIT Open Course: Linear algebra. (2011 Fall)
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評量方式 (僅供參考) |
No. |
項目 |
百分比 |
說明 |
1. |
Mini Quiz |
20% |
Among these you can pick six of your highest scores as your grades. |
2. |
Quiz |
20% |
Among these you can pick three of your highest scores as your grades. |
3. |
Midterm Exam |
30% |
|
4. |
Final Exam |
30% |
|
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週次 |
日期 |
單元主題 |
第2週 |
09/25 |
Quiz #1 |
第3週 |
09/30 |
Mini Quiz #1 |
第4週 |
10/07 |
Mini Quiz #2 |
第5週 |
10/14 |
Mini Quiz #3 |
第6週 |
10/21 |
Mini Quiz #4 |
第7週 |
10/30 |
Quiz #2 |
第9週 |
11/13 |
Midterm |
第11週 |
11/25 |
Mini Quiz #5 |
第12週 |
12/04 |
Quiz #3 |
第13週 |
12/09 |
Mini Quiz #6 |
第14週 |
12/16 |
Mini Quiz #7 |
第15週 |
12/25 |
Quiz #4 |
第16週 |
12/30 |
Mini Quiz #8 |
第18週 |
01/15 |
Final |