機率

Probability

學期

111-1

學分

3 學分

當期課號

515503

永久課號

CSCS10007

開課單位

資訊學院共同課程

授課教師

彭文孝

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 ED117 2 節連堂
4 11:10–12:00	機率 ED117 2 節連堂
7 15:30–16:20		機率 ED117

* 根據陽明交大上課時間表所列

教學方式

Teaching Assistants: 謝宏笙 email: hongsheng.cs10@nctu.edu.tw 陳詒歆 email: yhchen12101@gmail.com 陳以盺 email: karta6120@gmail.com Room: EC 621/714 (工三館)

評分方式

2 Mid-term Exams (25% each) Final Exam 30% Homework 15% Class-time Quizzes and Attendance 5%

課程大綱

Discrete Random Variables
Sample Space and Probabilities
General Random Variables
Further Topics on Random Variables
Limit Theorems
The Bernoulli and Possion Processes
Markov Chains

教科書

Text Book: Dimitri P. Bertsekas and John N. Tsitsiklis, Introduction to Probability, 2nd ed., Athena Scientific, 2008. Lecture Notes: https://ocw.mit.edu/courses/res-6-012-introduction-to-probability-spring-2018/ Reference: (1) K. L. Chung and F. AitSahlia, Elementary Probability Theory with Stochastic Processes and an Introduction to Mathematical Finance, 4th ed., Springer-Verlag, 2003. (Highly Recommended) (2) W. Feller, An Introduction to Probability Theory and Its Applications, 3rd ed., Wiley, 1950. (Bible Text)

Office Hours

地點: EC431
時間: Wednesdays and Fridays after classes. Other time slots are also possible by appointments beforehand
聯絡方式: E-mail: wpeng@cs.nycu.edu.tw Phone: Ext56625