■ 課程目標及內涵 (Course Objectives and Contents) For a one-semester course, this course provides and strikes a reasonable balance between the analytical, and quantitative approaches to the study of probability and statistics. And also, this material can enhance the students on the mathematical background for their engineering training, especially on the modeling issues of multifarious application or engineering fields.
Discrete/Continuous Random Variables and Probability Distributions, Descriptive Statistics, Point Estimation of Parameters and Sampling Distributions, Statistical Intervals, Tests of Hypotheses, Linear Regression and Correlation.
■ 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 Direction: In addition to course teaching and regular exams, which of the following methods may also be used to promote students’ learning outcome
■ 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) Saeed Ghahramani. Fundamentals of Probability With Stochastic Processes, 4/e, Routledge
■ 本課程是否有使用原文書 Does This Curriculum Use the Original Textbook (English) 是(Yes)
■ 教學進度(Course Schedule) - 期中考前後(2 Stage)
週次 Week
日期Date
1
112/09/10 ~ 112/09/16 9/11第1學期開始上課
Introduction
Axioms of Probability
Combinatorial Methods
Conditional Probability and Independence
Distribution Functions and Discrete Random Variables
2
112/09/17 ~ 112/09/23 9/22加退選課程結束（特殊加選及網路退選截止）
3
112/09/24 ~ 112/09/30 9/29中秋節（放假）
4
112/10/01 ~ 112/10/07 10/6特殊退選課程申請截止
5
112/10/08 ~ 112/10/14 10/9調整放假、10/10國慶日（放假）
6
112/10/15 ~ 112/10/21
7
112/10/22 ~ 112/10/28
8
112/10/29 ~ 112/11/04 11/2校慶紀念日、全校運動大會（停課照常上班）
9
112/11/05 ~ 112/11/11 期中考週
10
112/11/12 ~ 112/11/18
Special Discrete Distributions
Continuous Random Variables
Special Continuous Distributions
Bivariate Distributions
