機率(英文班)

Probability

學期

106-2

學分

0 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（光復）
5 13:20–14:10	機率(英文班) ED103（光復） 2 節連堂
6 14:20–15:10	機率(英文班) ED103（光復） 2 節連堂

* 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.

備註

無備註

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

Chapter 1
Discrete Random Variables

Chapter 2
Continuous and General Random Variables

Chapter 3
Further Topics on Random Variables

Chapter 4
Limit Theorems

Chapter 5
The Poisson Processes

6.2 The Poisson process.
An Introduction to Discrete-Time Markov Chains

7.1 Discrete-Time Markov Chains. 7.3 Steady-state behavior.

週次計畫

教師未提供此項資料

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