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課程名稱 |
資料分析
DATA ANALYSIS |
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開課學期 |
95-2 |
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授課對象 |
生命科學院 生態學與演化生物學研究所 |
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授課教師 |
李培芬 |
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課號 |
EEB5005 |
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課程識別碼 |
B44 U1050 |
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班次 |
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學分 |
3 |
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全/半年 |
半年 |
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必/選修 |
選修 |
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上課時間 |
星期四5,6,7(12:20~15:10) |
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上課地點 |
生科612 |
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備註 |
總人數上限：20人 |
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Ceiba 課程網頁 |
http://ceiba.ntu.edu.tw/952IEEB_DA |
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課程簡介影片 |
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核心能力關聯 |
核心能力與課程規劃關聯圖 |
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課程大綱
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為確保您我的權利,請尊重智慧財產權及不得非法影印
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課程概述 |
Data analysis Concept,
Nonparametric Statistics,
Multivariate Statistics &
Statistical Computing |
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課程目標 |
Data analysis
Statistical computation
Scientific Presentation |
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課程要求 |
Biostatistics |
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預期每週課後學習時數 |
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Office Hours |
另約時間 |
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指定閱讀 |
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參考書目 |
Larose, D. T. 2005. Discovering Knowledge in Data: An
Introduction to Data Mining. Wiley Interscience, Hoboken,
New Jersey. 222 pp.
Larose, D. T. 2006. Data Mining: Methods and Models. Wiley
Interscience, Hoboken, New Jersey. 322 pp.
Quinn, G. P., and M. J. Keough. 2002. Experimental Design
and Data Analysis for Biologists. Cambridge University
Press, Cambridge, UK. 532 pp.
Delwiche, L. D., and S. J. Slaughter. 2003. The Little SAS
Book: A Primer, 3rd edition. SAS Institute Inc., Cary,
North Carolina. 330 pp.
and various handouts for each special topic |
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評量方式
(僅供參考) |
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週次 |
日期 |
單元主題 |
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Week 1 |
3/01 |
General introduction |
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Week 2 |
3/08 |
Data Analysis Concept |
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Week 3 |
3/15 |
Exploratory Data Analysis |
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Week 4 |
3/22 |
Confirmatory Data Analysis |
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Week 5 |
3/29 |
Choosing a test |
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Week 6 |
4/05 |
Holiday |
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Week 7 |
4/12 |
Regression |
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Week 8 |
4/19 |
Multiple Regression |
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Week 9 |
4/26 |
Nonparametric Statistics (I) |
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Week 10 |
5/03 |
Nonparametric Statistics (II) |
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Week 11 |
5/10 |
Nonparametric Statistics (III) |
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Week 12 |
5/17 |
Miltivariate Statistics (I) |
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Week 13 |
5/24 |
Miltivariate Statistics (II) |
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Week 14 |
5/31 |
Miltivariate Statistics (III) |
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Week 15 |
6/07 |
Miltivariate Statistics (IV) |
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Week 16 |
6/14 |
Final Project Presentation |
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