機率(英文授課)
Probability
學期
107-1
學分
3
學分
當期課號
1191
永久課號
DCP1206
開課單位
資訊學院共同課程
授課教師
曾文貴
校區
光復
類別
必修
上課時間表
| 節 | 週三 | 週五 |
|---|---|---|
3 10:10–11:00 | 機率(英文授課) EC122 2 節連堂 | |
4 11:10–12:00 | ||
7 15:30–16:20 | 機率(英文授課) EC122 |
* 根據陽明交大上課時間表所列
概述
Course website: E3 platform 1. Learning the probability theory that describes random phenomena 2. Learning probability laws and theorems for computing probabilities of events 3. Learning the probability methods for solving problems
先修科目
Calculus Discrete mathematics
評分方式
Quizzes (in class, several times): 20% Homeworks: 20% Midterms 40% (twice) Final 20%:
週次計畫
| 週次 | 主題 |
|---|---|
| 第 1 週 | Axioms of Probability |
| 第 2 週 | Combinatorial methods (I) |
| 第 3 週 | Combinatorial methods (II) |
| 第 4 週 | Conditional probability and independence (I) |
| 第 5 週 | Conditional probability and independence (II) |
| 第 6 週 | Midterm I |
| 第 7 週 | Distribution function and discrete random variables (I) |
| 第 8 週 | Distribution function and discrete random variables (II) |
| 第 9 週 | Special discrete distributions (I) |
| 第 10 週 | Special discrete distributions (II) |
| 第 11 週 | Midterm II |
| 第 12 週 | Continuous random variables (I) |
| 第 13 週 | Continuous random variables (II) |
| 第 14 週 | Special continuous distributions |
| 第 15 週 | Bivariabe distributions |
| 第 16 週 | More expectations and variances |
| 第 17 週 | Sums of independent random variables and limit theorem |
| 第 18 週 | Final |
教科書
S. Ghahramani, "Fundamentals of Probability with Stochastic Processes (3rd Ed.)," Pearson Prentice Hall, 2005.
Office Hours
- 地點
- EC238, EC229A
- 時間
- Professor's office hours: at EC238 1. 1:30-3:00pm, Monday 2. 1:30-3:00pm, Thursday 3. appointment by email -- TA: at EC229A 李略: 10:00am~12:00, Monday 王韋傑: 13:00~15:00pm, Tuesday 陳冠融: 6:00~18:00pm, Wednesday 平震傑: 10:00am~12:00, Friday
- 聯絡方式
- wgtzeng@cs.nctu.edu.tw 平震傑: jeffrey11223@gmail.com 李略: leolee082004@gmail.com 陳冠融 : sssotonashi@gmail.com 王韋傑: steven841213@gmail.com