# RDataAnalytics

**Repository Path**: sundeng/RDataAnalytics

## Basic Information

- **Project Name**: RDataAnalytics
- **Description**: Data Analytics with R, instructed by Xinbo Ai, at Beijing University of Posts and Telecommunications
- **Primary Language**: R
- **License**: MIT
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 1
- **Forks**: 0
- **Created**: 2020-03-16
- **Last Updated**: 2021-09-09

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# RDataAnalytics

This repository contains code and data for the postgraduate course **Data Analytics with R**, instructed by *Xinbo Ai*, at Beijing University of Posts and Telecommunications.   
The corresponding MOOC is available at [xuetangx](https://next.xuetangx.com/course/buptP08541002314/1462797)


本库托管了北京邮电大学《R语言数据分析》课程的代码及数据。   
本课程已在[学堂在线](https://next.xuetangx.com/course/buptP08541002314/1516339)上线


---


R语言数据分析  
> 上部：问道  
>> [![](https://img.shields.io/badge/%E7%AC%AC1%E7%AB%A0-%E6%B0%94%E8%B1%A1%E4%B8%87%E5%8D%83%E3%80%81%E6%95%B0%E4%BB%A5%E7%AD%89%E8%A7%82-inactive)](https://github.com/byaxb/RDataAnalytics)  
>> [![](https://img.shields.io/badge/%E7%AC%AC2%E7%AB%A0-%E6%89%80%E8%B0%93%E5%AD%A6%E4%B9%A0%E3%80%81%E5%BD%92%E7%B1%BB%E8%80%8C%E5%B7%B2-inactive)](https://github.com/byaxb/RDataAnalytics)  
>> [![](https://img.shields.io/badge/%E7%AC%AC3%E7%AB%A0-%E6%A0%BC%E8%A8%80%E8%81%94%E7%92%A7%E8%AF%9D%E5%AD%A6%E4%B9%A0-inactive)](https://github.com/byaxb/RDataAnalytics)  
>> [![](https://img.shields.io/badge/%E7%AC%AC4%E7%AB%A0-%E6%BA%90%E4%BA%8E%E6%95%B0%E5%AD%A6%E3%80%81%E5%BD%92%E4%BA%8E%E5%B7%A5%E7%A8%8B-inactive)](https://github.com/byaxb/RDataAnalytics)  
>
> 中部：执具  
>> [![](https://img.shields.io/badge/%E7%AC%AC5%E7%AB%A0-%E5%B7%A5%E6%AC%B2%E5%96%84%E5%85%B6%E4%BA%8B%E3%80%81%E5%BF%85%E5%85%88%E5%88%A9%E5%85%B6%E5%99%A8-inactive)](https://github.com/byaxb/RDataAnalytics)  
>> [![](https://img.shields.io/badge/%E7%AC%AC6%E7%AB%A0-%E5%9F%BA%E7%A1%80%E7%BC%96%E7%A8%8B-blue)](https://github.com/byaxb/RDataAnalytics/blob/master/02_%E5%9F%BA%E7%A1%80%E7%BC%96%E7%A8%8B.R)——用别人的包和函数讲述自己的故事  
>>> 6.1编程环境  
>>> 6.2Mini案例  
>>> 6.3站在巨人的肩膀上  
>>> 6.4控制流  
>>> 6.5函数（I）  
>>> 6.6函数（II）  
>>  
>> [![](https://img.shields.io/badge/%E7%AC%AC7%E7%AB%A0-%E6%95%B0%E6%8D%AE%E5%AF%B9%E8%B1%A1-green)](https://github.com/byaxb/RDataAnalytics/blob/master/03_%E6%95%B0%E6%8D%AE%E5%AF%B9%E8%B1%A1.R)——面向数据对象学习R语言  
>>> 7.1向量与因子（I）  
>>> 7.2向量与因子（II）  
>>> 7.3矩阵与数组（I）  
>>> 7.4矩阵与数组（II）  
>>> 7.5列表与数据框（I）  
>>> 7.6列表与数据框（II）  
>>
>> [![](https://img.shields.io/badge/%E7%AC%AC8%E7%AB%A0-%E4%BA%BA%E4%BA%BA%E9%83%BD%E7%88%B1tidyverse-inactive)](https://github.com/byaxb/RDataAnalytics)  
>> [![](https://img.shields.io/badge/%E7%AC%AC9%E7%AB%A0-%E6%9C%80%E7%BE%8E%E4%B8%8D%E8%BF%87%E6%95%B0%E6%8D%AE%E6%A1%86-inactive)](https://github.com/byaxb/RDataAnalytics)  
>  
> 下部：博术  
>> [![](https://img.shields.io/badge/%E7%AC%AC10%E7%AB%A0-%E8%A7%82%E6%95%B0%E4%BB%A5%E5%BD%A2-yellow)](https://github.com/byaxb/RDataAnalytics/blob/master/04_%E8%A7%82%E6%95%B0%E4%BB%A5%E5%BD%A2.R)  
>>> 10.1一维数据空间（I）  
>>> 10.2一维数据空间（II）  
>>> 10.3二维数据空间  
>>> 10.4高维数据空间  
>>  
>> [![](https://img.shields.io/badge/%E7%AC%AC11%E7%AB%A0-%E7%9B%B8%E9%9A%8F%E7%9B%B8%E4%BC%B4%E3%80%81%E8%B0%93%E4%B9%8B%E5%85%B3%E8%81%94-important)](https://github.com/byaxb/RDataAnalytics/blob/master/05_%E7%9B%B8%E9%9A%8F%E7%9B%B8%E4%BC%B4%E3%80%81%E8%B0%93%E4%B9%8B%E5%85%B3%E8%81%94.R)  
>>> 11.1关联规则（I）  
>>> 11.2关联规则（II）  
>>> 11.3关联规则（III）  
>>  
>> [![](https://img.shields.io/badge/%E7%AC%AC12%E7%AB%A0-%E6%97%A2%E6%98%AF%E4%B8%96%E9%97%B4%E6%B3%95%E3%80%81%E8%87%AA%E5%BD%93%E6%9C%89%E5%88%86%E5%88%AB-blueviolet)](https://github.com/byaxb/RDataAnalytics/blob/master/06_%E6%97%A2%E6%98%AF%E4%B8%96%E9%97%B4%E6%B3%95%E3%80%81%E8%87%AA%E5%BD%93%E6%9C%89%E5%88%86%E5%88%AB.R)  
>>> 12.1近邻法（I）  
>>> 12.2近邻法（II）  
>>> 12.3决策树（I）  
>>> 12.4决策树（II）  
>>> 12.5随机森林  
>>> 12.6朴素贝叶斯  
>>> 12.7逻辑斯蒂回归  
>>> 12.8人工神经网络（I）  
>>> 12.9人工神经网络（II）  
>>> 12.10支持向量机  
>>  
>> [![](https://img.shields.io/badge/%E7%AC%AC13%E7%AB%A0-%E6%96%B9%E4%BB%A5%E7%B1%BB%E8%81%9A%E3%80%81%E7%89%A9%E4%BB%A5%E7%BE%A4%E5%88%86-yellowgreen)](https://github.com/byaxb/RDataAnalytics/blob/master/07_%E6%96%B9%E4%BB%A5%E7%B1%BB%E8%81%9A%E3%80%81%E7%89%A9%E4%BB%A5%E7%BE%A4%E5%88%86.R)  
>>> 13.1划分方法  
>>> 13.2层次方法  
>>
>> [![](https://img.shields.io/badge/%E7%AC%AC14%E7%AB%A0-%E5%BA%90%E5%B1%B1%E7%83%9F%E9%9B%A8%E6%B5%99%E6%B1%9F%E6%BD%AE-inactive)](https://github.com/byaxb/RDataAnalytics)