1479 - 大數據機器學習導論-使用R語言 英授 Taught in English
Introduction to Big Data Machine Learning Using R Language
教育目標 Course Target
Data mining is the process to discover interesting knowledge from large amounts of data. It is an interdisciplinary field with contributions from many areas, such as statistics, machine learning, information retrieval, pattern recognition and bioinformatics. Data mining is widely used in many domains, such as retail, finance, telecommunication and social media.
The main techniques for data mining include classification and prediction, clustering, outlier detection, association rules, sequence analysis, time series analysis and text mining, and also some new techniques such as social network analysis and sentiment analysis.
Data mining is the process to discover interesting knowledge from large amounts of data. It is an interdisciplinary field with contributions from many areas, such as statistics, machine learning, information retrieval, pattern recognition and bioinformatics. Data mining is widely used in many domains, such as retail, finance, telecommunication and social media.
The main techniques for data mining include classification and prediction, clustering, outlier detection, association rules, sequence analysis, time series analysis and text mining, and also some new techniques such as social network analysis and sentiment analysis.
參考書目 Reference Books
R and Data Mining: Examples and Case Studies
Published by Elsevier
Yanchang Zhao
R and Data Mining: Examples and Case Studies
Published by Elsevier
Yanchang Zhao
評分方式 Grading
評分項目 Grading Method |
配分比例 Percentage |
說明 Description |
---|---|---|
Homeworks and Projects. Homeworks and Projects. |
40 | |
Midterm exam Midterm exam |
30 | |
Final exam Final exam |
30 |
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: 1479
- 學分 Credit: 3-0
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上課時間 Course Time:Friday/2,3,4[M024]
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授課教師 Teacher:姜自強
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修課班級 Class:國貿系2-4
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選課備註 Memo:英語授課,電腦教室上課
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