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R Programming Tutorial - Learn the Basics of Statistical Computing

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R Programming Tutorial - Learn the Basics of Statistical Computing

5,177,533 views October 29, 2019 2:10:39

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ChannelfreeCodeCamp.org

In brief

This tutorial covers the fundamentals of R programming, a key tool in data science. You’ll install R and RStudio, explore data visualization (plots, bar charts, histograms, scatterplots), analyze datasets with summary functions, and dive into clustering, principal components, and regression. Ideal for beginners aiming to process and interpret data statistically.

Chapters

Description from the creator

Learn the R programming language in this tutorial course. This is a hands-on overview of the statistical programming language R, one of the most important tools in data science.

💻Course Files: drive.google.com/drive/folders/15U8WjVKbYXaq6N6…

💻 Course created by Barton Poulson from datalab.cc.
🔗 Check out the datalab.cc YouTube channel: youtube.com/user/datalabcc
🔗 Watch more free data science courses at datalab.cc/

❤️ Support for this channel comes from our friends at Scrimba – the coding platform that's reinvented interactive learning: scrimba.com/freecodecamp

⭐️ Course Contents ⭐️
⌨️ (0:00:00) Welcome
⌨️ (0:02:20) Installing R
⌨️ (0:07:17) RStudio
⌨️ (0:11:52) Packages
⌨️ (0:19:16) plot()
⌨️ (0:27:49) Bar Charts
⌨️ (0:32:10) Histograms
⌨️ (0:39:44) Scatterplots
⌨️ (0:44:39) Overlaying Plots
⌨️ (0:52:30) summary()
⌨️ (0:55:49) describe()
⌨️ (1:00:17) Selecting Cases
⌨️ (1:06:14) Data Formats
⌨️ (1:21:39) Factors
⌨️ (1:28:34) Entering Data
⌨️ (1:34:18) Importing Data
⌨️ (1:42:29) Hierarchical Clustering
⌨️ (1:49:35) Principal Components
⌨️ (1:59:16) Regression
⌨️ (2:08:36) Next Steps

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About this tutorial

freeCodeCamp.org published this 2:10:39 video tutorial on October 29, 2019. It has been watched 5,177,533 times on YouTube.

Category
Education
Duration
2:10:39
Published
October 29, 2019
Views
5,177,533
Likes
81,116

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