http://desc.ithu.tw/111/2/1022
1022機率學 115/04/18 21:38:06
111學年第二學期東海大學教師授課計劃表
Course Plan of Tunghai University
一、課程基本資料 Course Information
開課系所
Department		 (日)資工系Department of Computer Science
課程名稱
Course Title		 中文 (Chinese) : 機率學
英文 (English) : Probability
必選修類別
Required/Elective		 必修Required 先修課程
Prerequisites
學分數
Credits		 0 - 3
先修課程說明
Prerequisites instruction
課程概述
(系所共同性目標)
Course Description
本課程是否為
英語授課(Taught in English)		 否(No)
二、教師相關資料 Instruction Information
授課教師資料
授課教師
Instructor
李守彧 / shouyu@thu.edu.tw / 33815
行動電話 0921347385 常用聯絡方式 另外公布
上課時間、地點
Class Time And Classroom		 二/6,7,8[C202]
晤談時間、地點
Office Hours And Classroom		 研究室：ST422
時間：週三 早上 10:00~12:00 & 下午 13:00~15:00
其他時間請e-mail另約
三、課程大綱 Syllabus (本課程大綱教師得依實際教學進度及學生學習情況進行調整)
■  課程目標及內涵 (Course Objectives and Contents)
For a one-semester course, this course aims to provide a reasonable balance between the knowledge of analytical and quantitative approaches to the study of probability. Also, the course will enhance the students' mathematical background which will benefit their engineering training, especially on the modeling problems on multifarious application or engineering fields.
■  總結式課程目標 

  課程目標
Assessment Item
1 Random Variables
2 Probability Distributions
3 Point Estimation
4 Hypothesis Testing
■  多元教學方式 (Muliti-Teaching Methods)
說明：除了課堂講授與考試測驗之外，本課程在學期中可能會運用到以下哪些教學方式，以期能進一步提升學生學習成效
1.個案教學研討Case study
2.實作示範或演示Demonstration or Practice
3.配合使用數位教學平台(tMoodle)、愛學網(iLearn)Incorporation with digital learning platform (Moodle) or with other multimedia instruction
■  主要參考書籍/資料 (Textbooks and References) (教科書遵守智慧財產權觀念不得非法影印)
Shaou-Gang, Miaou. Fundamentals of Probability and Statistics 2/e, GAU LIH, 2019
■  本課程是否有使用原文書 
是
■  教學進度(Course Schedule) - 期中考前後(2 Stage)
週次
Week		 日期Date
1 112/02/13 ~ 112/02/18
2/13第2學期上課開始， 2/18補行上班課		 Basic Calculus & Concepts Recap
Experiments, Events, and Their Probabilities
Random Variables and Their Distributions
Continuous Random Variables
2 112/02/19 ~ 112/02/25
2/24加退選課程結束（ 特殊加選及網路退選截止）
3 112/02/26 ~ 112/03/04
2/27、2/28和平紀念日（放假）
4 112/03/05 ~ 112/03/11
3/10特殊退選課程申請截止
5 112/03/12 ~ 112/03/18
6 112/03/19 ~ 112/03/25
7 112/03/26 ~ 112/04/01
8 112/04/02 ~ 112/04/08
4/3調整放假、4/4兒童節及4/5民族掃墓節（放假）
9 112/04/09 ~ 112/04/15
4/10-4/15期中考週
10 112/04/16 ~ 112/04/22
 Multiple Random Variables
The Sample Mean and Limit Theorems
Estimation
Hypothesis Testing
11 112/04/23 ~ 112/04/29
12 112/04/30 ~ 112/05/06
13 112/05/07 ~ 112/05/13
5/8申請停修課程開始、5/12本學期畢業考科目申請停修課程截止
14 112/05/14 ~ 112/05/20
15 112/05/21 ~ 112/05/27
5/25本學期期末考科目申請停修課程截止
16 112/05/28 ~ 112/06/03
17 112/06/04 ~ 112/06/10
18 112/06/11 ~ 112/06/17
6/10～6/17學期考試週
■  教學進度(Course Schedule) - 18週次(Weeks)
週次
Week		 日期
Date		 內容主題
Course Topics and Contents
指定閱讀資料
Course Reading Materials
1 112/02/13 ~ 112/02/18 Course Agenda and Introduction
2 112/02/19 ~ 112/02/25 Basic Calculus & Concepts Recap
3 112/02/26 ~ 112/03/04 和平紀念日放假
4 112/03/05 ~ 112/03/11 Experiments, Events, and Their Probabilities
5 112/03/12 ~ 112/03/18 Random Variables and Their Distributions
6 112/03/19 ~ 112/03/25 Random Variables and Their Distributions (cont'd)
7 112/03/26 ~ 112/04/01 Continuous Random Variables
8 112/04/02 ~ 112/04/08 春假Spring Break
9 112/04/09 ~ 112/04/15 Continuous Random Variables (cont'd)
10 112/04/16 ~ 112/04/22 Multiple Random Variables
11 112/04/23 ~ 112/04/29 Multiple Random Variables (cont'd)
12 112/04/30 ~ 112/05/06 The Sample Mean and Limit Theorems
13 112/05/07 ~ 112/05/13 The Sample Mean and Limit Theorems (cont'd)
14 112/05/14 ~ 112/05/20 Estimation
15 112/05/21 ~ 112/05/27 Estimation (cont'd)
16 112/05/28 ~ 112/06/03 Hypothesis Testing
17 112/06/04 ~ 112/06/10 Hypothesis Testing (cont'd)
18 112/06/11 ~ 112/06/17 Final Exam

■  評分方式 (Grading Policy)

  評分項目
Assessment Item		 配分比例
Percentage		 相關說明
Description
1 期末考 30%
2 隨堂考 60%
3 出席 10%
■  課程其他要求 (Other Requirements)
如果有請假需求(防疫假、公假等等)，請盡量提早聯絡。
■  相關參考書目 (Other Useful Readings)
繆紹綱，機率與統計2/e，高立圖書，2020
Saeed Ghahramani, Fundamentals of Probability With Stochastic Processes, 4/e, Routledge, 2018.
Roy D. Yates, David J. Goodman, Probability and Stochastic Processes: A Friendly Introduction for Electrical and Computer Engineers, 3/e, Wiley, 2014.
■  教師教材上網網址 (Tunghai Moodle Website or Personal Website)
https://ilearn.thu.edu.tw/
■  本課程具有如下意涵：
序
No.		 課程意涵
1 服務學習Service Learning
2 生涯規劃Career Planning  
3 性別平等教育Gender Equality  
4 人權教育Human Rights  
5 保護智慧財產權Protection of Intellectual Property Rights  
6 藝術與美感教育Art and Aesthetic Education  
7 健康醫療照護Health and Medical Caring  
8 生命教育Life Education  
9 食品安全Food Safety  
10 環境教育Environmental Education  
■  本課程可做為學生職涯發展之準備 
是
四、課程內涵與學生核心能力之對應
Correspondence Between Course Contents and Core Competency
序
No.		 課程內涵與學生核心能力之對應
Correspondence Between Course Contents and Core Competency
1 運用數學、科學、工程與資訊科技知識的能力
2 分析問題與定義需求的能力
3 設計與實作元件或系統所需的技術能力  
4 實務應用所需的工具使用能力  
5 配合與執行工程與管理的能力  
6 具備團隊合作的能力並理解專業倫理  
7 吸收科技新知與產業動態的能力  
8 建立科技語文表達的能力  
五、課程內涵與學生就業力之對應
Correspondence Between Course Contents and Employability
序
No.		 課程內涵與學生就業力之對應
Correspondence Between Course Contents and Employability
1 學習意願強、可塑性高Strong learning motivation and high adaptability  
2 穩定度與抗壓性高High stability and stress resistance  
3 培養團隊合作或領導統御能力Cultivate teamwork collaboration or leadership skills  
4 專業知識與技術Professional knowledge and expertise skills  
5 具有發現、分析、解決問題能力Capabilities in problem identification, analysis, and resolution
6 具有國際觀與外語能力International perspectives and foreign language abilities  
7 具有創新創業能力Entrepreneurial and innovative capabilities  
8 融會貫通能力Ability for comprehensive integration and mastery of knowledge  
9 具有口語表達與人際溝通能力Possession of oral expression and interpersonal communication skills  
10 跨領域整合與多元適應能力Cross-disciplinary integration and diverse adaptation capabilities  
11 具有中/英文報告書寫能力Possession of Chinese/English report writing  
12 具有實作/實習或就業接軌能力Ability to implement/practice or transition into employment  
13 具有社會服務學習能力Capacity for learning social service  
14 具有邏輯運算思維能力Logical / computational thinking ability
15 培養數位科技應用能力Cultivation of application abilities digital technology  
六、本課程與職業能力就業領域之對應
Correspondence Between Professional Skills and Future Careers
序
No.		 本課程與職業能力就業領域之對應
Correspondence Between Professional Skills and Future Careers
1 通訊傳播(Communications)  
2 視覺藝術(Visual Arts)  
3 企業資訊管理(Corporate Information Management)  
4 運籌管理(Operations Management )  
5 健康產業及醫務管理(Health Industry and Healthcare Administration )  
6 軟體開發及程式設計(Software Development and Computer Programming )
7 資訊支援與服務(Technical Support and Services)  
8 網路規劃與建置管理(Network Planning and Construction Management)  
9 數位內容與傳播(Digital Content and Communication)  
10 資訊安全技術與服務(Cyber Security Technologies and Services)  
11 市場分析研究(Market Analysis and Research)  
12 品質管理(Quality Management)  
13 製程研發(Manufacturing Process Research and Development)  
14 工程及技術(Engineering and Technology)  
15 數學及科學(Mathematics and Science)
115/04/18 21:38:06