機率(英文班)
Probability
學期
106-2
學分
3
學分
當期課號
1159
永久課號
UEE2104
開課單位
電機共同課程
授課教師
高榮鴻
校區
光復
類別
選修
上課時間表
| 節 | 週二 | 週五 |
|---|---|---|
2 09:00–09:50 | 機率(英文班) ED103 | |
5 13:20–14:10 | 機率(英文班) ED103 2 節連堂 | |
6 14:20–15:10 |
* 根據陽明交大上課時間表所列
概述
Teach the theory and applications of calculus-based probability theory. Applications of probability theory include but are not limited to wireless communication systems, computer networking, and machine learning.
先修科目
calculus, linear algebra.
教學方式
Lectures.
評分方式
Homework and in-class performance: 20% First Midterm Exam (April 17, 2018): 25% Second Midterm Exam (May 22, 2018): 25% Final Exam (June 19, 2018): 30%
課程大綱
- Sample Space and Probability
- Discrete Random Variables
- Continuous and General Random Variables
- Further Topics on Random Variables
- Limit Theorems
- The Poisson Processes
- An Introduction to Discrete-Time Markov Chains
教科書
Introduction to Probability, 2nd Edition, D. P. Bertsekas and J. N. Ysitsiklis, Athena Scientific, 2008.
Office Hours
- 地點
- ED730
- 時間
- 3EF
- 聯絡方式
- Email: runghunggau@g2.nctu.edu.tw