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freeCodeCamp

R Programming Tutorial - Learn the Basics of Statistical Computing

via freeCodeCamp

Overview

Learn the basics of the R programming language through this tutorial course, which provides a hands-on overview of statistical computing. By the end of the course, you will be able to install R, use RStudio, work with different packages, create various types of plots like bar charts and histograms, perform data analysis tasks such as clustering and regression, and understand key concepts like factors and data formats. The course follows a structured syllabus and includes practical exercises to enhance your learning experience. This course is designed for beginners interested in data science and statistical programming.

Syllabus

) Welcome.
) Installing R.
) RStudio.
) Packages.
) plot().
) Bar Charts.
) Histograms.
) Scatterplots.
) Overlaying Plots.
) summary().
) describe().
) Selecting Cases.
) Data Formats.
) Factors.
) Entering Data.
) Importing Data.
) Hierarchical Clustering.
) Principal Components.
) Regression.
) Next Steps.

Taught by

freeCodeCamp.org

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