資料探勘
Data Mining
學期
109-1
學分
3
學分
當期課號
5006
永久課號
IEC5115
開課單位
電機學院碩士在職專班
授課教師
黃俊龍
校區
光復
類別
選修
上課時間表
| 節 | 週四 |
|---|---|
A 18:30–19:20 | 資料探勘 EC115 3 節連堂 |
B 19:30–20:20 | |
C 20:30–21:20 |
* 根據陽明交大上課時間表所列
概述
This course will introduce fundamental data mining algorithms. Since we will have several labs, please take your notebooks. (本課程有規畫實驗,請自備筆記型電腦)
先修科目
Programming
課程大綱
- Introduction
- Data
- Classification: Basic Concepts and Techniques
- Classification: Alternative Techniques (Optional)
- Association Analysis: Basic Concepts and Algorithms
- Association Analysis: Advanced Concepts
- Cluster Analysis: Additional Issues and Algorithms
- Cluster Analysis: Basic Concepts and Algorithms
教科書
Pang-Ning Tan , Michael Steinbach , Anuj Karpatne , Vipin Kumar, Introduction to Data Mining, 2/e, Pearson FP Press.