Exploratory Data Analysis with R
Pluralsight
Course Summary
Learn how to perform exploratory data analysis with R to complete day-to-day developer tasks.
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Course Description
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.
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Course Syllabus
Introduction to R- 25m 28s
—Introduction 4m 10s
—Intro to R 2m 55s
—Hello World Demo 0m 49s
—RStudio 2m 18s
—Language Basics Demo 3m 22s
—Data Structures Demo 4m 0s
—Data Frames Demo 3m 40s
—Other Language Features Demo 3m 38s
—Summary 0m 32sTransforming and Cleaning Data- 19m 42s
—Overview 0m 36s
—Introduction 5m 25s
—Demo Setup 1m 52s
—Loading Data 2m 55s
—Cleaning Data 6m 44s
—Exporting Data 1m 14s
—Demo Conclusion 0m 19s
—Summary 0m 33sCalculating Descriptive Statistics- 31m 18sVisualizing Data- 43m 32sMoving Beyond R and Exploratory Data Analysis- 30m 13s
This course is listed under
Data & Information Management
Community
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