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

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.

課程概述 Course Description

介紹資料探勘相關議題並探討此一領域時下之研究方向

課程學習目標 Course Objectives

  • 期能對資料探勘相關技術有深入的認識
  • 能獨立建構相關之研究主題
  • 能獨立進行相關之研究主題
  • 課程進度 Progress Description

    進度說明 Progress Description
    1Introduction
    2Data warehousing & OLAP Technologies
    3Data warehousing & OLAP Technologies
    4Data Preprocessing
    5Data Preprocessing
    6Data Mining Primitives and System Architectures
    7Data Mining Primitives and System Architectures
    8口頭報告
    9Mining of Association Rules
    10Mining of Association Rules
    11Classification and Prediction
    12Classification and Prediction
    13Classification and Prediction
    14Cluster Analysis
    15Cluster Analysis
    16Applications and Trends in Data Mining
    17Applications and Trends in Data Mining
    18期末考試
     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