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Exploratory Data Analysis with R

by Matthew Renze

Learn how to perform exploratory data analysis with R to complete day-to-day developer tasks.

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What you'll learn

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.

Table of contents

Introduction to R
25mins
Transforming and Cleaning Data
19mins
Calculating Descriptive Statistics
31mins
Visualizing Data
43mins
Moving Beyond R and Exploratory Data Analysis
30mins

About the author

Matthew Renze

Matthew Renze is an AI researcher, consultant, and author. As the founder of Renze Consulting, he has trained over 500,000 software developers and IT professionals. As the president of the Renze AI Research Institute, he researches cognitive architectures for agentic AI systems. Matthew has a Master's degree in Artificial Intelligence from Johns Hopkins University. He is a Microsoft MVP in AI, a Microsoft Regional Director, and an author for Pluralsight. You can learn more at https://matthewrenz... more

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