DATA SCIENCE - R Programming Tutorial - Learn the Basics of Statistical Computing

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32 learners

What you'll learn

This course includes

24.3 hours of video
Certificate of completion
Access on mobile and TV

Summary

Keywords

R (Programming Language) Data Science Feature Engineering Visualization Data Exploration R Programming R Programming Tutorial R Programming Training Data Science with R Data Scientist Machine Learning with R Programming

Full Transcript

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: https://drive.google.com/drive/folders/15U8WjVKbYXaq6N6Wb_6bCr9QZ1DwCkAO 💻 Course created by Barton Poulson from datalab.cc. 🔗 Check out the datalab.cc YouTube channel: https://www.youtube.com/user/datalabcc 🔗 Watch more free data science courses at http://datalab.cc/ ❤️ Support for this channel comes from our friends at Scrimba – the coding platform that's reinvented interactive learning: https://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 -- Learn to code for free and get a developer job: https://www.freecodecamp.org Read hundreds of articles on programming: https://www.freecodecamp.org/news