基本素養 Basic Literacy

人文素養
Spirit of Humanism
公民素養
Civic Concern
工程倫理
Engineering Ethics
環境與社會關懷
Environmental and Social Caring
國際視野
Global vision

核心能力 Competence

運用數學、科學及工程知識的能力。
The ability to apply the knowledge of mathematics, science and technology.
設計與執行實驗,以及分析與解釋數據的能力。
The abilities to design and implement experiments, as well as to analyze and interpret data.
執行水利及海洋工程實務所需技術、法規及使用工具之能力。
Possessing the skills, rules and tools to execute hydraulic and ocean engineering operation.
水利及海洋工程系統設計、施工與維護管理之能力。
The skills to design, construct, maintain and manage Hydraulic and Ocean systems.
有效溝通與團隊合作的能力。
The abilities of project management, effective communication and team work.
發掘、分析及處理問題的能力。
The abilities to search, analyze and solve problems.
認識時事議題,瞭解工程技術對人,環境、社會及全球的影響,並培養持續學習的習慣與能力。
Be aware of current global issues, understand how engineering technology influences the environment, community and the world, as well as develop self-learning habits and abilities.
理解專業倫理及社會責任。
Understanding professional ethics and social responsibility.

課程概述 Course Description

課程內容介紹:1.統計在工程之應用;2.資料整理與展示;3.常態分佈與應用4.工程應用重要機率分佈;5.估計;6.迴歸分析;7.頻率分析;8.統計檢定

課程學習目標 Course Objectives

  • To learn probabilistic models
  • To learn descriptive methods dealing with engineering data
  • To learn analytic methods dealing with variability in data
  • 課程進度 Course Outline

    週次 Week進度說明 Progress Description
    1Introduction
    2Axioms of probability
    3Conditional probability, Independence, Bayes’ theorem
    4Discrete random variables, Probability mass function
    5Common discrete probability distribution
    6Continuous random variables, Probability density function
    7Common continuous probability distribution
    8Joint Probability Distributions
    9Descriptive statistics
    10Central limit theorem
    11Point estimation
    12Confidence intervals
    13Tests hypotheses for a single sample
    14Testing for goodness of fit
    15Statistical inference for two samples
    16Simple linear regression and correlation
    17Multiple linear regression
    18Analysis of variance
     以上每週進度教師可依上課情況做適度調整。The schedule may be subject to change.

    有關課程其他調查 Other Surveys of Courses

    1.本課程是否規劃業界教師參與教學或演講? 否
    Is there any industry specialist invited in this course? How many times? No
    2.本課程是否規劃含校外實習(並非參訪)? 否
    Are there any internships involved in the course? How many hours? No
    3.本課程是否可歸認為學術倫理課程?
    Is this course recognized as an academic ethics course? In the course how many hours are regarding academic ethics topics?