Watch R Programming Tutorial - Learn the Basics of Statistical Computing Video Tutorial


Tutorial Details & Info

Tutorial Title: R Programming Tutorial - Learn the Basics of Statistical Computing
Instructor / Channel: freeCodeCamp.org
Lesson Runtime: 10:39 Minutes
Publish Date: June 06, 2019
Total Students / Views: 5,107,240 views

Follow step-by-step with R Programming Tutorial - Learn the Basics of Statistical Computing instructor freeCodeCamp.org. The total lesson runtime is 10:39 minutes with detailed practical demonstrations. Access this full online lesson on any desktop PC, Mac, tablet, or smartphone.

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Course Description & Lesson Notes

Official Video Description:

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

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🎓 Lesson Overview & Learning Outcomes:

Welcome to the step-by-step video guide for R Programming Tutorial - Learn the Basics of Statistical Computing taught by freeCodeCamp.org. This tutorial provides a comprehensive walkthrough designed to take you from foundational principles to practical implementation.

💡 Key Topics Covered in This Course:

  • Core Fundamentals & Setup: Understanding the workspace, essential tools, and initial setup for R Programming Tutorial - Learn the Basics of Statistical Computing.
  • Step-by-Step Practical Demonstration: Hands-on implementation guided by freeCodeCamp.org with real-world examples.
  • Best Practices & Key Shortcuts: Time-saving workflows, keyboard shortcuts, and industry-standard recommendations.
  • Troubleshooting & Common Pitfalls: How to avoid common beginner errors and optimize your workflow for peak efficiency.

📋 Recommended Prerequisites & Study Notes:

No prior advanced experience is required. Follow along with the video player above on any desktop computer, tablet, or mobile device. Pause and rewind at key steps to practice along with the instructor.

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