2015
Pluralsight
Matthew Renze
2:29
English

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
Loading Data
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

Download File Size:415.41 MB

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