## Pluralsight - Exploratory Data Analysis with R

Pluralsight - Exploratory Data Analysis with R
MP4 | AVC 426kbps | English | 1024x768 | 15fps | 2h 29mins | AAC stereo 79kbps | 422 MB
Genre: Video Training
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
Introduction
Intro to R
Hello World Demo
RStudio
Language Basics Demo
Data Structures Demo
Data Frames Demo
Other Language Features Demo
Summary

Transforming and Cleaning Data
Overview
Introduction
Demo Setup
Cleaning Data
Exporting Data
Demo Conclusion
Summary

Calculating Descriptive Statistics
Overview
Introduction
Types of Analysis
Guidance
Demo Setup
Univariate Analysis Demo
Bivariate Analysis Demo
Demo Conclusion
Summary

Visualizing Data
Overview
Introduction
Univariate Analysis
Bivariate Analysis
Guidance
Demo Setup
Univariate Analysis Demo
Bivariate Analysis Demo
Demo Conclusion
Summary

Moving Beyond R and Exploratory Data Analysis
Overview
Beyond Exploratory Data Analysis
Linear Regression Analysis Demo
Cluster Analysis Demo
Alternatives to R
Summary

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