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.

核心能力 Competence

工程領域之專業知識
Professional knowledge in engineering field.
策劃及執行專題研究之能力
Plan and execute case study.
撰寫專業論文之能力
Write professional essays.
創新思考及獨立解決問題之能力
Creative thinking and independent problem-solving ability.
與不同領域人員協調整合之能力
Integration and negotiation with other fields’ experts.
廣闊之國際視野
Wide global vision.
領導、管理及規劃的能力
Leadership, management, arrangement ability.
終身自我學習成長之能力
Lifelong self-learning ability.
國際視野
Global vision.

課程概述 Course Description

不同於一般著重理論的課程,本課程是以設計思考與問題導向的人工智慧技術應用之課程,學生將學習從生活周遭發覺有價值之應用題目,並透過課堂討論與分享確認其價值;同時欲使學生具備規劃並整合人工智慧技術於有價值應用的能力。本課堂將教導學生資料探勘和自然語言處理等人工智慧技術概念與其產業實務應用,同時解析自然語言處理、影像辨識、機器學習、深度學習等熱門技術的最新議題與未來趨勢。同時,本課程將結合以人為本的設計思考框架與專案管理方法,引導學生基礎於價值主張設計自訂題目並具備能力開發具有產業應用價值之期末專案。 學習目標:1. 人工智慧概念與產業實務應用 2. 資料探勘概論3. 設計思考與價值主張設計 4. 人工智慧技術的實作與運用 5. 專案管理與資訊協作 6. 期末專題

課程學習目標 Course Objectives

  • 人工智慧概念與產業實務應用
  • 資料探勘概論
  • 設計思考與價值主張設計
  • 人工智慧技術的實作與運用
  • 專案管理與資訊協作
  • 期末專題
  • 課程進度 Progress Description

    進度說明 Progress Description
    1Introduction of Artificial Intelligence (AI) and Course Announcements
    2AI Concept and its Applications
    3AI Applications in Industry
    4Data Mining – Clustering and its Exercises
    5Data Mining – Classification and its Exercises
    6Data Mining –Association rule and its Exercises
    7Design Thinking, and Co-work Methods
    8Value Position Design with AI technologies, and Co-work Methods
    9Proposal Presentation of Final Projects
    10AI technologies in Natural Language Processing
    11AI technologies in Computer Vision
    12Development of Final Projects, and Technological Sharing
    13Development of Final Projects, and Technological Sharing
    14Development of Final Projects, and Technological Sharing
    15Development of Final Projects, and Technological Sharing
    16Development of Final Projects, and Technological Sharing
    17Development of Final Projects, and Technological Sharing
    18Final Project Demo
     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? 是,約 1 次
    Is there any industry specialist invited in this course? How many times? Yes, about 1 times.
    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? 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?