| NCHU Course Outline |
| Course Name | (中) 資料庫系統設計(一)(5910) | ||||
| (Eng.) Database System (I) | |||||
| Offering Dept | Graduate Institute of Data Science and Information Computing | ||||
| Course Type | Elective | Credits | 1 | Teacher | Yu-Tsung Tai |
| Department | Department of Applied Mathematics (Data Science and Computing Program)/Undergraduate | Language | 中/英文 | Semester | 2025-FALL |
| Course Description | 這系列課程會介紹縣市教育處可能想分析的議題，及如何在圖形化介面(GUI)中下指令操作其資料並找到可能的答案。 雖然分析縣市教育處的議題，可能收到 Excel 活頁簿(xlsx)格式的資料，但這些資料不見得一定要由 Excel 來分析。尤其 Excel 的列數上限約一百萬 [1]，也沒有包含最新的 AI 分析工具，已無法回應大數據時代的資料處理需求。為了回應處理更大量資料的挑戰，Microsoft 提供了 Power BI 這個新的數據分析平台。為了使 Power BI 可以有效的處理百萬等級的數據，其不僅於設計時融入了資料庫的概念能把滑鼠操作轉換為對應的 SQL 指令，還提供了 Copilot、Text Analytics、Vision、Azure Machine Learning 及支援 R 和 Python 執行… 等 AI 分析工具，幫助我們簡單方便的分析教育數據。 In the series of Database System (I), (II), and (III), we will introduce educational problems posed by County and City Education Departments, and how to find possible solutions for these problems via graphical user interfaces (GUI) and programs. While educational data might be delivered in Excel Workbook (xlsx) format, we don't have to analyze these data by Microsoft Excel. Especially, the total number of rows in Excel could not excess of about 1 million [1] and Excel doesn't provide state-of-the-art AI technology. Lacking these and more key features, Excel is not as comprehensitive for processing big data now-a-day as it was. To survive in big data era, Microsoft provides a new software, Power BI. To handle million rows, Power BI not only incoporates database ideas but also could compile mouse operations into SQL statements. Power BI also provide various AI tools including: copilot, text analytics, vision, Azure machine learning, and inserting R or Python in the workflow to help us analyze educational data more smoothly. |
||||
| Prerequisites | self-directed learning in the course | Y | |||
| Relevance of Course Objectives and Core Learning Outcomes(%) | Teaching and Assessment Methods for Course Objectives | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| Course Objectives | Competency Indicators | Ratio(%) | Teaching Methods | Assessment Methods | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| ● 依課本 [2]中的 Chapter 3 Database and Date Warehouses 學習資料庫的基本概念。 Follow Chapter 3 Database and Date Warehouses in our textbook [2] to learn the basic concept of database. ● 依 Power BI documentation [3]學習 Power BI 的操作方式。 Follow Power BI documentation [3] to learn Power BI. |
|
|
|
|
||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| Course Content and Homework/Schedule/Tests Schedule | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| Evaluation | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| ● 作業 50% 平時課堂指派作業，以實際操作後截圖上傳為主 Assignment 50% Assigned mainly in class to upload the screenshot ● 期末考 50% 紙本選擇填充題 Final Exam 50% Paper-based multiple-choice or filling-blank questions |
||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| Textbook & other References | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 本課程會照著授課教師之前錄製的磨課師課程教授 [4]，並試著補充其中不完整的細節，及輔導學生實際操作練習。偏好閱讀實體課本及想進一步了解資料庫系統概念的同學可以參考 Introduction to Data Mining and Analytics [2]。想知道之前實際授課內容的同學可以參考 Google Classroom [5]。 We will follow my previous recorded online MOOCS course [4] with more supplementary details, and in class practices. Those who prefers to study paper-based textbooks or want to further study the concept of database system could check Introduction to Data Mining and Analytics [2]. Those who wants to know how this course was taught could check Google Classroom [5]. References [1] Microsoft. Excel 的規格及限制. [Online]. https://support.microsoft.com/zh-tw/office/excel-%E7%9A%84%E8%A6%8F%E6%A0%BC%E5%8F%8A%E9%99%90%E5%88%B6-1672b34d-7043-467e-8e27-269d656771c3 [2] Kris Jamsa, Introduction to Data Mining and Analytics. Burlington, MA, USA: Jones & Bartlett Learning, 2020. [3] Microsoft. Power BI documentation. [Online]. https://learn.microsoft.com/en-us/power-bi/ [4] 淯琮 戴. (2025, Mar.) Excel 含 Power Query 教育數據分析. edu磨課師+. [Online]. https://moocs.moe.edu.tw/moocs/#/course/detail/10002676 [5] 淯琮 戴. (2024, Jul.) 資料庫系統設計. Google Classroom. [Online]. https://classroom.google.com/c/NjkxNDcxMDAxMTE4?cjc=jkudwel |
||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| Teaching Aids & Teacher's Website | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 微學程網站( https://reurl.cc/Z1o8Z3 )、iLearning、上課即時於YouTube直播 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| Office Hours | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 可於下課後留在教室提問 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| Sustainable Development Goals, SDGs(Link URL) | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| Please respect the intellectual property rights and use the materials legally.Please respect gender equality. | |
| Update Date, year/month/day：2025/07/13 23:21:55 | Printed Date, year/month/day：2025 / 7 / 14 |
| The second-hand book website：http://www.myub.com.tw/ | |