在這門課程中,我們將探討資料探勘方法在商業上、生物科技上、以及其他領域的運用。教學上採用理論與實務並重的方式,介紹資料探勘的過程、與方法,並配合資料探勘軟體的操作,讓學生做企劃擬定、資料的擷取、資料的分析、與報告寫作等等資料探勘實務的全面實習。In this course, we will explore the use of data exploration methods in business, biotechnology, and other fields. In teaching, theories and practices are used to introduce the process, methods of data exploration, and cooperate with the operation of data exploration software to allow students to conduct comprehensive implementation of data exploration practices, including planning, data acquisition, data analysis, and report writing.
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
Introduction to Data Mining,Pang-Ning Tan,Michael Steinbach,Vipin Kumar,
Addison-Wesley,2006。
Introduction to Data Mining, Pang-Ning Tan, Michael Steinbach, Vipin Kumar,
Addison-Wesley, 2006.
評分項目 Grading Method | 配分比例 Grading percentage | 說明 Description |
---|---|---|
期中考期中考 Midterm exam |
30 | 期中考 |
期末報告期末報告 Final report |
30 | 期末繳交 |
平時成績平時成績 Regular achievements |
40 | 出席、作業、演習課、隨堂考等 |