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 an essential technical skill for today’s college students. This course teaches the theory related to machine learning and implements it using R language and WEKA software. The course content includes basic functions and commonly used packages of R. In addition, WEKA is one of the commonly used software for machine learning. This course uses WEKA to implement various cases of supervised learning and unsupervised 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, master of big data! R Language Data Analysis and Application, Second Edition, Qibiao 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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