8110 - 進階資料分析與應用
Advanced Data Analysis and Application
教育目標 Course Target
數據分析是現今大學生必備的技術能力。本課程講授機器學習相關的理論並使用R語言及WEKA軟體來實作。課程內容包含R 的基本功能及常用套件。此外, WEKA是機器學習常用軟體之一, 本課程使用WEKA實作監督式學習及非間監督式學習的各式案例.
Data analysis is a technical ability that today's college students must prepare. This course teaches machine learning related theories and uses R language and WEKA software to implement them. The course content includes the basic functions of R and common suites. In addition, WEKA is one of the commonly used software for machine learning. This course uses WEKA to perform various cases of supervised learning and non-studying learning.
參考書目 Reference Books
R and Data Mining: Examples and Case Studies
Published by Elsevier
Yanchang Zhao
Jared P. Lander，精通大數據！R 語言資料分析與應用，第二版，旗標科技股份有限公司
R and Data Mining: Examples and Case Studies
Published by Elsevier
Yanchang Zhao
Jared P. Lander, proficient in big data! R Language Data Analysis and Application, Second Edition, Qishing Technology Co., Ltd.
評分方式 Grading
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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: 8110
- 學分 Credit: 0-3
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上課時間 Course Time:Wednesday/10,11,12[C106]
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授課教師 Teacher:柯佳吟
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修課班級 Class:資工系3-5
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選課備註 Memo:日間部可選
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