課程資訊

Mathematics for Management

109-1

Fin2009

703 30500

3.0

Ceiba 課程網頁
http://ceiba.ntu.edu.tw/1091Fin_algebra_2020

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.

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.

A heart with passion for Mathematics.

Office Hours

1. Gilbert Strang: Introduction to linear algebra.
2. MIT Open Course: Linear algebra. (2011 Fall)

MIT Open Course: Linear algebra. (2011 Fall)

(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%

 課程進度
 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