1696 - 教育資料庫分析與應用
Educational Database Analytics and Applications
教育目標 Course Target
本課程將深入解析教育資料的分析方法及其在實際應用中的重要性。完成課程後，學生將能夠整理和分析教育相關的數據資料數，並掌握如何有效管理和操作資料庫系統。本課程涵蓋從基礎的數據統計技巧到進階的學習行為分析，並結合實際案例來增強學習體驗。透過理論探討和實際操作練習，學生不僅可以了解數據背後的含義，還能夠熟練運用各種工具進行教育數據分析，為未來的教育領域做好充分準備。本課程將運用實際的教育資料集帶領同學實際進行資料分析。課程主要分成三個方式進行：1.講述式授課與實作，2.問題導向式實際操作，3.小組專案實作。4.專題發表。
This course will provide an in-depth analysis of educational material analysis methods and their importance in practical applications. After completing the course, students will be able to organize and analyze education-related data and learn how to effectively manage and operate database systems. This course covers basic data statistics skills to advanced learning behavior analysis, and combines practical cases to enhance the learning experience. Through theoretical discussions and practical exercises, students can not only understand the meaning behind the data, but also be able to skillfully use various tools to analyze educational data, fully preparing for the future education field. This course will use actual educational data sets to lead students in practical data analysis. The course is mainly divided into three methods: 1. Narrative teaching and practice, 2. Problem-oriented practical operation, 3. Group project implementation. 4. Special topic publication.
參考書目 Reference Books
教師自編教材
Teachers’ own teaching materials
評分方式 Grading
| 評分項目 Grading Method |
配分比例 Percentage |
說明 Description |
|---|---|---|
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作業 Homework |
30 | |
|
期中考 midterm exam |
25 | |
|
出席 Attend |
20 | |
|
報告 report |
25 |
授課大綱 Course Plan
點擊下方連結查看詳細授課大綱
Click the link below to view the detailed course plan
相似課程 Related Courses
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課程資訊 Course Information
基本資料 Basic Information
- 課程代碼 Course Code: 1696
- 學分 Credit: 0-3
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上課時間 Course Time:Tuesday/5,6,7[ST019]
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授課教師 Teacher:楊朝棟/陳仕偉
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修課班級 Class:共選修1-4(社科院開)
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選課備註 Memo:「教育大數據微學程」選修課程
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