## 基本素養 Basic Literacy

Spirit of Humanism

Civic Concern

Engineering Ethics

Environmental and Social Caring

Global vision

## 核心能力 Competence

The ability to apply the knowledge of mathematics, science and technology.

The abilities to design and implement experiments, as well as to analyze and interpret data.

Possessing the skills, rules and tools to execute hydraulic and ocean engineering operation.

The skills to design, construct, maintain and manage Hydraulic and Ocean systems.

The abilities of project management, effective communication and team work.

The abilities to search, analyze and solve problems.

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.

Understanding professional ethics and social responsibility.

## 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?