基本素養 Basic Literacy

人文與倫理素養
Quality of humanism and ethics
誠信素養
Integrity
社會關懷
Care for society
國際視野
Global vision

核心能力 Competence

應用數學、科學及工程知識的能力
Ability to apply mathematics, science, and engineering.
設計與執行實驗,以及分析與解釋數據的能力
Design, experiment, analyze, and interpret data.
執行工程實務所需技術、技巧及使用工具之能力
Techniques for practicing engineering and using tools.
建置工程系統與元件之能力
Implement engineering system.
培養跨領域工程模擬與分析之能力
Cultivate cross-disciplinary engineering analysis ability.
培養有效溝通、表達及團隊合作精神之能力
Communication, interpretation, and spirit of cooperation.
認識時事、瞭解工程技術對環境、社會及全球的影響力,並培養持續學習的習慣與能力
Understand latest news, impact of engineering for environment, society, and world, and cultivate habits of keeping learning.
理解專業倫理及社會責任
Comprehend professional ethics and responsibility for society.

課程概述 Course Description

本課程訓練學生可流利使用Python程式語言及利用計算思維解決問題
This course trains students to use the Python programming language fluently and use computational thinking to solve problems

課程學習目標 Course Objectives

  • 養成學生可流利使用Python程式語言之能力
  • 養成學生系統分析、模擬與實作之能力
  • 養成學生利用計算思維解決問題之能力
  • 課程進度 Progress Description

    進度說明 Progress Description
    1Python 程式語言簡介
    2探索最佳化問題(Introduction and Optimization Problems)
    3最佳化問題初解(Optimization Problems Solutions)
    4圖形理論模式(Graph-theoretic Models)
    5隨機思考(Stochastic Thinking)
    6隨機漫步(Random Walks)
    7蒙地卡羅模擬(Monte Carlo Simulation)
    8信賴區間(Confidence Intervals)
    9取樣及標準差(Sampling and Standard Error)
    10認識實驗資料(Understanding Experimental Data)
    11認識實驗資料二(Understanding Experimental Da ta (cont.)
    12機器學習簡介(Introduction to Machine Learning)
    13資料分群簡介(Introduction to Clustering)
    14資料分類簡介 (Introduction to Classification)
    15資料分類及統計誤差(Classification and Statistical Sins)
     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?
    Is there any industry specialist invited in this course? How many times?
    2.本課程是否規劃含校外實習(並非參訪)?
    Are there any internships involved in the course? How many hours?
    3.本課程是否可歸認為學術倫理課程? 否
    Is this course recognized as an academic ethics course? In the course how many hours are regarding academic ethics topics? No
    4.本課程是否屬進入社區實踐課程?
    Is this course recognized as a Community engagement and Service learning course? Which community will be engaged?