機率(英文授課)
Probability
學期
106-1
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: www.cs.nctu.edu.tw/~wgtzeng 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 of solving problems
先修科目
Calculus
評分方式
Quizzes (in class, several times): 15% Homeworks: 20% Midterms 40% (twice) Final 25%:
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 (I) |
| 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 18 週 | Final |
| 第 18 週 | Sums of independent random variables and limit theorem |
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
- Office hours: at EC238 1:30-3:00pm (Tuesday) 1:30-3:00pm (Friday) -- TA: at EC 229A 1. Amir: 3EF, 4EF 2. Henry: 1B, 2C
- 聯絡方式
- wgtzeng@cs.nctu.edu.tw, ce.a.rezapour@gmail.com, henry199442.cs01@g2.nctu.edu.tw