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teaching-programming-with-r's Introduction

進階程式設計(使用 R 語言)

R語言具有免費、自由、功能完整、擴充性強等優勢特性,是一個適合做為大數據分析的程式設計語言。本課程從基礎的R簡介、下載、安裝與套件的使用,循序漸進至資料匯入、資料處理與視覺化進階應用。本課程目標為陪養學生具備R語言資料分析的能力。

YouTube: [https://youtu.be/UQpSLHSUiKE]

第1章 進階程式設計簡介

1.1 教師簡介

1.2 程式設計簡介

1.3 進階程式設計應用-商業智慧 (Business Intelligence, BI)

1.4 進階程式設計應用-機器學習 (Machine Learning)

下載 [https://github.com/rwepa/teaching-programming-with-r/blob/main/01-programming-introduction.pdf]

第2章 免費R語言,RStudio簡介,下載與安裝

2.1 資料科學的心法

2.2 R語言簡介

2.3 R語言下載與安裝

2.4 RStudio簡介

2.5 RStudio下載與安裝

下載 [https://github.com/rwepa/teaching-programming-with-r/blob/main/02-r-rstudio.pdf]

第3章 套件,函數,資料物件

3.1 R使用環境

3.2 套件 package

3.3 輔助說明 help

3.4 數學運算

3.5 資料物件

下載 [https://github.com/rwepa/teaching-programming-with-r/blob/main/03-r-package_help_data.pdf]

R程式碼下載 [https://github.com/rwepa/teaching-programming-with-r/blob/main/03-r_package_help_data.R]

第4章 開放資料的匯入

R程式碼下載 [https://github.com/rwepa/teaching-programming-with-r/blob/main/04-r-opendata.R]

第5章 graphics套件繪圖

R程式碼下載 [https://github.com/rwepa/teaching-programming-with-r/blob/main/05-r-plot.R]

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