各項資料探勘基本原理與技術，包括決策樹，Association rules，K-mean演算法，基因演算法，類神經網路，資料倉儲，與各項統計技術等。學生並需學習操作一個資料探勘軟體。The basic principles and technologies of various data exploration, including decision trees, Association rules, K-mean algorithms, gene algorithms, neural networks, data storage, and various statistical technologies. Students also need to learn to operate a data exploration software.
讓學生知悉資料探勘如何運作，原理為何
Let students know how data exploration works and what principles
An Introduction to Data Science
Jeffrey Stanton, Syracuse University.
an Introduction to data science
| 評分項目 Grading Method | 配分比例 Grading percentage | 說明 Description |
|---|---|---|
| Term ProjectTerm Project term project |
30 | 期末專題實作 |
| 課程參與課程參與 Course Participation |
10 | 上課互動 |
| 作業與上台報告作業與上台報告 Work and on-stage reporting |
60 | 多次作業及上台報告 |
