5817 - 社群網路與大數據專題 英授 Taught in English

Seminar on Social Networks and Big Data

教育目標 Course Target

This course covers concepts and applications of social networks and big data. The fundamentals of social networks and big data are introduced, and case studies of related issues are provided. Literature of recent developments on theoretical, algorithmic and application aspects of big data in social networks will be read. Approaches for big data analytics, such as data processing and visualization and their relations with complex network analysis are studied. Also, R language is used for data analysis and visualization.

This course covers concepts and applications of social networks and big data. The fundamentals of social networks and big data are introduced, and case studies of related issues are provided. Literature of recent developments on theoretical, algorithmic and application aspects of big data in social networks will be read. Approaches for big data analytics, such as data processing and visualization and their relationships with complex network analysis are studied. Also, R language is used for data analysis and visualization.

參考書目 Reference Books

1. Big Data Fundamentals Concepts, Drivers & Techniques
by Thomas Erl,Wajid Khattak,and Paul Buhler
Prentice Hall
2. R Programming for Data Science
by Roger D. Peng

1. Big Data Fundamentals Concepts, Drivers & Techniques
by Thomas Erl, Wajid Khattak, and Paul Buhler
Prentice Hall
2. R Programming for Data Science
by Roger D. Peng

評分方式 Grading

評分項目
Grading Method
配分比例
Percentage
說明
Description
平常成績
Normal achievements
40
報告
report
60

授課大綱 Course Plan

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課程資訊 Course Information

基本資料 Basic Information

  • 課程代碼 Course Code: 5817
  • 學分 Credit: 0-3
  • 上課時間 Course Time:
    Tuesday/10,11,12[ST019]
  • 授課教師 Teacher:
    劉榮春
  • 修課班級 Class:
    數創碩學程1,2
  • 選課備註 Memo:
    開放全校碩博生加選
選課狀態 Enrollment Status

目前選課人數 Current Enrollment: 11 人

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