機率
Probability
學期
113-1
學分
3
學分
當期課號
515511
永久課號
CSCS10007
開課單位
資訊學院共同課程
授課教師
陳穎平
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 EDB27 2 節連堂 | |
4 11:10–12:00 | ||
7 15:30–16:20 | 機率 EDB27 |
* 根據陽明交大上課時間表所列
概述
※ Manual course add is unavailable for this course. 本課程不開放手動加選。 This course gives an elementary introduction to the theory of probability and its applications.
先修科目
Calculus, discrete/concrete mathematics
教學方式
Course format: Lectures Course website: NYCU E3 platform
評分方式
※ Manual course add is unavailable for this course. 本課程不開放手動加選。 作業部份: 教科書附有奇數題 Exercises 與 Review Problems 解答,同學自行練習. 考試部份: Two midterm and one final exams 評量部份: Class attendance: 10% (-5% for each absence during roll call) Midterm exam #1: 30% Midterm exam #2: 30% Final exam: 30% Total: 100%
週次計畫
| 週次 | 主題 |
|---|---|
| 第 1 週 | Axioms of Probability |
| 第 2 週 | Combinatorial Methods |
| 第 3 週 | Conditional Probability and Independence |
| 第 4 週 | Distribution Functions and Discrete Random Variables |
| 第 5 週 | Distribution Functions and Discrete Random Variables |
| 第 6 週 | Midterm Exam #1 |
| 第 7 週 | Special Discrete Distributions |
| 第 8 週 | Continuous Random Variables |
| 第 9 週 | Continuous Random Variables / Special Continuous Distributions |
| 第 10 週 | Special Continuous Distributions |
| 第 11 週 | Midterm Exam #2 |
| 第 12 週 | Bivariate Distributions / Multivariate Distributions |
| 第 13 週 | More Expectations and Variances |
| 第 14 週 | Sums of Independent Random Variables and Limit Theorems |
| 第 15 週 | Stochastic Processes |
| 第 16 週 | Final Exam |
教科書
Saeed Ghahramani, Fundamentals of Probability, with Stochastic Processes, 4th ed., CRC Press, 2018. ※ 請修課同學尊重智慧財產權!勿隨意過度影印教科書或使用未經授權之著作權與電腦軟體等。
Office Hours
- 地點
- EC711
- 時間
- F5 (by appointment only)
- 聯絡方式
- ypchen@cs.nycu.edu.tw