108年第2學期-1152 Programming Design 課程資訊

評分方式

評分項目	配分比例	說明
Homework in class and at home	40
Midterm Exam and Team Projects	30
Final Exam and Team Projects	30

教育目標

Except for statistical learning, which is generally offered by mathematics or statistics departments in the majority of the universities across the globe, the rest are taught by computer science department. In the recent years, this separation is disappearing but the collaboration between the two departments is still not complete. Programmers are intimidated by the complex theorems and proofs and statisticians hate talking (read as coding) to machines all the time. But as more industries are becoming data and product driven, the need for getting the two departments to speak a common language is strongly emphasized. Roles in industry are suitably revamped to create openings like machine learning engineers, data engineers, and data scientists into a broad group being called the data science team. Electronic

基本資料

必修課，學分數：0-3
上課時間：四/6,7,8[M007]
修課班級：管理學院1
修課年級：年級以上
選課備註：全英語授課，限管院國際菁英組、僑生、外籍生選課。以人工加選，

參考書目

1. Using R
2. Machine Learning Using R
Karthik Ramasubramanian
Abhishek Singh