Pluralsight - Exploratory Data Analysis with R

By Matthew Renze



MP4 | AVC 426kbps | English | 1024x768 | 15fps | 2h 29mins | AAC stereo 79kbps | 422 MB

R is a popular open-source programming language for data analysis. Its interactive programming environment and data visualization capabilities make R an ideal tool for exploratory data analysis. This course will provide an introduction to the R programming language and demonstrate how R can be used for exploratory data analysis to complete day-to-day developer tasks.

• Introduction to R
• Transforming and Cleaning Data
• Calculating Descriptive Statistics
• Visualizing Data
• Moving Beyond R and Exploratory Data Analysis

压缩包内容：

├───01. Introduction to R
│       01_01-Introduction.mp4
│       01_02-Intro to R.mp4
│       01_03-Hello World Demo.mp4
│       01_04-RStudio.mp4
│       01_05-Language Basics Demo.mp4
│       01_06-Data Structures Demo.mp4
│       01_07-Data Frames Demo.mp4
│       01_08-Other Language Features Demo.mp4
│       01_09-Summary.mp4
│      
├───02. Transforming and Cleaning Data
│       02_01-Overview.mp4
│       02_02-Introduction.mp4
│       02_03-Demo Setup.mp4
│       02_04-Loading Data.mp4
│       02_05-Cleaning Data.mp4
│       02_06-Exporting Data.mp4
│       02_07-Demo Conclusion.mp4
│       02_08-Summary.mp4
│      
├───03. Calculating Descriptive Statistics
│       03_01-Overview.mp4
│       03_02-Introduction.mp4
│       03_03-Types of Analysis.mp4
│       03_04-Guidance.mp4
│       03_05-Demo Setup.mp4
│       03_06-Univariate Analysis Demo.mp4
│       03_07-Bivariate Analysis Demo.mp4
│       03_08-Demo Conclusion.mp4
│       03_09-Summary.mp4
│      
├───04. Visualizing Data
│       04_01-Overview.mp4
│       04_02-Introduction.mp4
│       04_03-Univariate Analysis.mp4
│       04_04-Bivariate Analysis.mp4
│       04_05-Guidance.mp4
│       04_06-Demo Setup.mp4
│       04_07-Univariate Analysis Demo.mp4
│       04_08-Bivariate Analysis Demo.mp4
│       04_09-Demo Conclusion.mp4
│       04_10-Summary.mp4
│      
├───05. Moving Beyond R and Exploratory Data Analysis
│       05_01-Overview.mp4
│       05_02-Beyond Exploratory Data Analysis.mp4
│       05_03-Linear Regression Analysis Demo.mp4
│       05_04-Cluster Analysis Demo.mp4
│       05_05-Alternatives to R.mp4
│       05_06-Summary.mp4
│      
└───Exercise files
        rdataanalysis.zip