基本素養 Basic Literacy

■ 畢業生應具備科技人文素養、資訊工程倫理與終身學習的態度
graduates should equip with the attitude of technological/cultural literacy, information engineering ethics, and life-long learning
□ 畢業生應具備專業外語能力及良好國際觀
graduates should equip with both the professional foreign language proficiency and excellent global view

核心能力 Competence

□ 畢業生應具備資訊專業理論知識
graduates should equip with professional theoretical knowledge in informatics
□ 畢業生應具備資訊專業理論推導、分析、歸納之能力
graduates should equip with the capability of professional theory derivation, analysis, and induction in informatics
□ 畢業生應具備資訊領域獨立發掘問題、策劃實驗、解決問題之能力
graduates should equip with the informatics ability to identify problems independently, to implement experiments, and to solve problems
■ 畢業生應具備資訊領域設計、驗證及實作整合之能力
graduates should equip with the informatics ability in designing, verification, and integrating engineering practices
■ 畢業生應具備資訊領域創新思考之能力
graduates should equip with the informatics capability in innovative planning
□ 畢業生應具備專業簡報及論文撰寫之能力
graduates should equip with the ability in professional presentation and thesis writing
■ 畢業生應具備良好溝通協調與團隊合作之能力
graduates should equip with fair ability in communication, coordination, and team-work collaboration

課程概述 Course Description

課程之目的為探討如何深化應用 資訊擷取相關技術並實現系統之 方法
課程之目的為探討如何深化應用 資訊擷取相關技術並實現系統之 方法

課程學習目標 Course Objectives

  • 使修課者能建立一個完整的資訊擷取概念
  • 學習資訊擷取理論，並且融會貫通實現至課程期末報告
  • 實作進階資訊探勘、分析與擷取，理解相關研究議題

    • 課程進度 Progress Description

    進度說明 Progress Description
    1Introduction
    2Decision Tree Learning
    3Case-based Reasoning
    4Deep Learning Neural Networks
    5Statistical Methods
    6Knowledge Inference
    7Reinforcement Learning
    8Event (outlier) Detection
    9Visualization of Data
    10Time-series Prediction
    11Rule Discovery
    12Medical Text Mining Models
    13Knowledge Maps
    14Medical Image Annotation
    15Gene Functions Prediction
    16Project Presentation
    17Project Presentation
    18Final Presentation
    　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.

    課程是否與永續發展目標相關調查
    Survey of the conntent relevant to SDGs

    本課程與SDGs相關項目如下：
    This course is relevant to these items of SDGs as following:
    • 教育品質 (Quality Education)

    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? 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? 否
    Is this course recognized as a Community engagement and Service learning course? Which community will be engaged? No