隨著數據資料的急速成長、軟體技術的再進化與雲端科技的成熟，數據分析已是現今企業發展不可或缺的策略與工具。本學期課程內容涵蓋數據分析、統計方法的理論介紹、程式撰寫實務操作及企業數據應用的創新案例分享。With the rapid growth of data, the further evolution of software technology, and the maturity of cloud technology, data analysis has become an indispensable strategy and tool for the development of today's enterprises. The content of this semester's courses covers data analysis, theoretical introduction to statistical methods, practical programming operations, and innovative case sharing of enterprise data applications.
1. Yaser S. Abu-Mostafa, Malik Magdon-Ismail and Hsuan-Tien Lin (2012). Learning From Data. AMLbook.com.
2. 自編教材及相關論文
1. Yaser S. Abu-Mostafa, Malik Magdon-Ismail and Hsuan-Tien Lin (2012). Learning From Data. AMLbook.com.
2. Self-edited teaching materials and related papers
| 評分項目 Grading Method | 配分比例 Grading percentage | 說明 Description |
|---|---|---|
| 平時成績平時成績 usual results |
20 | |
| 課堂練習與作業課堂練習與作業 Class exercises and assignments |
20 | |
| 期中專案期中專案 Mid-term project |
30 | |
| 期末報告期末報告 Final report |
30 |
