The prerequisites for this course are statistics and basic programming. Students are required to take laptops in the classroom for practicing coding skills and handling real datasets. This course is expected to be applied to two major areas: machine intelligence and business analytics. Course loading is heavy, totally different from the style of case oriented in-class discussing. Students are expected to employ the skills learned in class to conduct data-driven decision making & support.

Course Descriptions and Objectives:

The primary objective of this course will guide students to follow a PDCA (plan-do-check-action) loop in data science to solve real problems: defining your problem, selecting appropriate methods, evaluating the performance, and modifying the constructed models. In addition, the main objectives of this course are summarized as follows:

1. Applying statistical skills to real problems (quality control),
2. Applying clustering skills to real problems (target marketing),
3. Applying classification skills to real problems (bankruptcy prediction),
4. Applying regression skills to real problems (demand forecasting),
5. Applying dimension-reduction skills to real problems (business intelligence).

• 姓名：王志軒
• 辦公室電話：+886-3-5712121 ext.57310
• 辦公室：MB411
• Email：chihwang@mail.nctu.edu.tw
• 個人網站：http://chihwang.nctu.edu.tw/
• 個人著作參考網址：請點選這裡
• 職稱：教授
• 授課領域：科學資料與決策支援
• 研究專長：
  資料採礦與數據分析
  時間序列與機器學習
  產品開發與技術預測
  服務科學與營運管理

• 進校門時拿取停車卡，由學生自費。
• 一小時內同門(南大門、北大門)進出，不收費。
• 一小時內不同門(南大門、北大門)進出，收費30元。
• 兩小時收費60元。
• 三小時收費90元。
• 四小時收費120元。
• 亦可向本學程申請代購停車券，一張50元(一天內同門進出一次使用一張)，停車證過期需至本校駐警隊更改使用期限後方可繼續使用，未延長使用期限者請勿繼續使用。

承辦人員：鍾小姐
TEL: 03-5731825
Email: gmba@nycu.edu.tw
https://gmba.nycu.edu.tw/