Type of Credit: Required
Credit(s)
Number of Students
備註: 本課程為統計系必修課程，優先提供本系、雙、輔、學程生修讀。另外一律電腦選課，不開放人工加簽。
能力項目說明
經過本學期課程，學生將具備下列能力:
| 教學週次Course Week | 彈性補充教學週次Flexible Supplemental Instruction Week | 彈性補充教學類別Flexible Supplemental Instruction Type |
|---|---|---|
|
週 |
課程主題 |
課程內容與指定閱讀 |
教學活動與作業 |
|
1 |
The geometry and algebra of vectors |
1.1 |
Exercise 1.1 |
|
2 |
Length and angle: The dot product |
1.2 |
Exercise 1.2 |
|
3 |
Lines and planes |
1.3 |
Exercise 1.3 |
|
4 |
Midterm 1: Ch 1 |
|
|
|
5 |
Holiday |
|
|
|
6 |
Direct methods for solving linear systems |
2.1 |
Exercise 2.1 |
|
7 |
Direct methods for solving linear systems |
2.2 |
Exercise 2.2 |
|
8 |
Spanning sets and linear independence |
2.3 |
Exercise 2.3 |
|
9 |
Spanning sets and linear independence |
2.3 |
Exercise 2.3 |
|
10 |
Midterm 2: Ch 2 |
|
|
|
11 |
Matrix operations |
3.1 |
Exercise 3.1 |
|
12 |
Matrix algebra |
3.2 |
Exercise 3.2 |
|
13 |
Inverse of matrix |
3.3 |
Exercise 3.3 |
|
14 |
Inverse of matrix |
3.3 |
Exercise 3.3 |
|
15 |
LU factorization |
3.4 |
Exercise 3.4 |
|
16 |
Final exam: Ch 3.1-3.4 |
|
|
|
17 |
自主總整學習 |
|
|
|
18 |
自主總整學習 |
|
|
Weekly assignment: 22%
Attendance and participation: 12%
2 midterms+final: 22%*3=66%
Textbook:
Linear Algebra-A Modern Introduction, 4nd, by David Poole.
Reference:
Introductory Linear Algebra, 8/E 2005, by Bernard Kolman & David R. Hill.
Moodle