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R Programming Tutorial - Learn the Basics of Statistical Computing

via freeCodeCamp

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Overview

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Dive into the fundamentals of R programming in this comprehensive tutorial designed for beginners in statistical computing. Learn how to install R and RStudio, work with packages, and create various types of plots including bar charts, histograms, and scatterplots. Explore data manipulation techniques, understand different data formats, and master the use of factors. Gain hands-on experience in entering and importing data, and delve into advanced statistical methods such as hierarchical clustering, principal component analysis, and regression. By the end of this 2-3 hour tutorial, you'll have a solid foundation in R programming and be ready to apply your skills to real-world data science projects.

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

Reviews

5.0 rating, based on 1 Class Central review

Start your review of R Programming Tutorial - Learn the Basics of Statistical Computing

  • Profile image for Oluwatosin Amoko
    Oluwatosin Amoko @oluwatosinamoko
    This course is very amazing and I am looking for others like it on related topics. This course is straightforward, well-paced, explanatory and the examples enable beginners to grasp what is being taught. I highly recommend this course.
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