YoVDO

R Programming Tutorial - Learn the Basics of Statistical Computing

Offered By: freeCodeCamp

Tags

R Programming Courses Statistics & Probability Courses Data Analysis Courses Data Visualization Courses RStudio Courses Clustering Courses Statistical Computing Courses

Course Description

Overview

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

Related Courses

R Programming
Johns Hopkins University via Coursera
Statistical Computing with R - a gentle introduction
University College London via Independent
Performing Feature Engineering with MATLAB
Pluralsight
R Programming Fundamentals
Stanford University via edX
Importing Formatted Text Files: R Playbook
Pluralsight