機率(英文授課)
Probability
| 節 | 週三 | 週五 |
|---|---|---|
3 10:10–11:00 | 機率(英文授課) EC122（光復） 2 節連堂 | |
4 11:10–12:00 | ||
7 15:30–16:20 | 機率(英文授課) EC122（光復） |
* 根據陽明交大上課時間表所列
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
Calculus
無備註
教師未提供此項資料
Quizzes (in class, several times): 15% Homeworks: 20% Midterms 40% (twice) Final 25%:
教師未提供此項資料
| 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 |
S. Ghahramani, "Fundamentals of Probability with Stochastic Processes (3rd Ed.)," Pearson Prentice Hall, 2005.
- 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