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course information of 108 - 1 | 6240 Introduction to Big Data Machine Learning Using R Language(大數據機器學習導論-使用R語言)

Taught In English6240 - 大數據機器學習導論-使用R語言 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


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評分項目 Grading Method 配分比例 Grading percentage 說明 Description

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相似課程 Related Course

選修-1337 Introduction to Big Data Machine Learning Using R Language / 大數據機器學習導論-使用R語言 (國貿系2-4,授課教師:姜自強,四/10,11,12[M025])
選修-1651 Introduction to Big Data Machine Learning Using R Language / 大數據機器學習導論-使用R語言 (資管系2-4,授課教師:姜自強,四/10,11,12[M025])

Course Information

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學分 Credit:3-0
上課時間 Course Time:Wednesday/10,11,12[電腦教室]
授課教師 Teacher:姜自強
修課班級 Class:資管系2-4
選課備註 Memo:電腦教室。英語授課,可作為英文畢業門檻替代課程。與國貿系課程(大數據機器學習導論-使用R語言)併班上課,國貿系主掛
This Course is taught In English 授課大綱 Course Plan: Open

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