1152 - Programming Design 英授 Taught in English

Programming Design

教育目標 Course Target

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

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 theories and proofs and statistics 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 suitable revamped to create openings like machine
learning engineers, data engineers, and data scientists into a broad group being called the
data science team.
Electronic

參考書目 Reference Books

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

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

評分方式 Grading

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

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課程資訊 Course Information

基本資料 Basic Information

  • 課程代碼 Course Code: 1152
  • 學分 Credit: 0-3
  • 上課時間 Course Time:
    Thursday/6,7,8[M007]
  • 授課教師 Teacher:
    姜自強
  • 修課班級 Class:
    管理學院1
  • 選課備註 Memo:
    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,
選課狀態 Enrollment Status

目前選課人數 Current Enrollment: 49 人

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