1071_數據計算程式設計_四技工管系二甲
Course Period：Now ~ Any Time
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Course Intro
Course Plan
教學目標：在數據爆炸的大數據時代，需要有更好的工具來進行更有效率的客製化分析於數據計算，以獲取更多的訊息。本課程將講授R程式語言，讓學生能夠透過課程的設計，學習展握R程式語言的使用能力，並以實例與實作來讓學生實現數據科學的應用。
Textbooks
郭耀仁 , 輕鬆學習R語言：從基礎到應用，掌握資料科學的關鍵能力,碁峰, 2017
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dataset1
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(R) data wrangling with dplyr and tidyr_1
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(R) data wrangling with dplyr and tidyr_2
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(Python) data wrangling with pandas_1
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(Python) data wrangling with pandas_2
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dplyr
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dataset2
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(R) lubridate_1
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(R) lubridate_2
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lubridate
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saleorder
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buyinggroup
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bone
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stringr
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WAP Logs.csv
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AP Info.csv
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ch01
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手把手教你R語言資料分析實務
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20180701_資料科學簡介_5
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20180701_資料科學簡介-1
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20180701_資料科學簡介-2
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20180701_資料科學簡介-3
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20180701_資料科學簡介-4
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20180701_A-B Testing-1
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20180701_A-B Testing-2
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20180701_A-B Testing-3
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20180701_A-B Testing-4
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20180701_A-B Testing-5
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20180701_Logistic Regression_4
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20180701_Logistic Regression-1
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20180701_Logistic Regression-2
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20180701_Logistic Regression-3
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20180701_Logistic Regression-5
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20180701_PCA-1
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20180701_PCA-2
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20180701_PCA-3
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20180701_PCA-4
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20180701_PCA-5
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20180805_Resume Writing
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Cluster-1
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Cluster-2
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Cluster-3
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Cluster-4 (1)
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Cluster-4
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Cluster-5
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Decision_Tree-1
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Decision_Tree-2
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Decision_Tree-3
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Decision_Tree-4
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Decision_Tree-5
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Linear_Regression-1
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Linear_Regression-2
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Linear_Regression-3
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Linear_Regression-4
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Linear_Regression-5
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R_basic
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you-need-to-know-about-ruby-on-rails
Teacher / 王建智
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