Table of ContentsOverview 1. R Programming 101 2. DataCamp 3. StatQuest with Josh Starmer 4. Machine Learning Plus - Selva 5. Google for Developers 6. MarinStatsLectures 7. thenewboston 8. Derek Banas 9. edureka! 10. Data Science Tutorials
Best YouTube Channels to Learn R Programming
Are you intrigued by the world of data analysis and statistical computing and looking to master R Programming?
Embark on this journey with the best YouTube channels to learn R Programming, where complex data manipulation and analysis become accessible and engaging, opening a world of opportunities in data science.
10 Best YouTube Channels for R Programming – Overview
Here’s an overview of top 10 YouTube channels to learn R Language, with links to their channel homepage:
|No. of Videos
|Avg Duration of Videos
|R Programming 101
|33 (In playlist)
|StatQuest with Josh Starmer
|Machine Learning Plus - Selva
|Google for Developers
|25 (In Playlist)
|24 (In Playlist)
|Data Science Tutorials
Best YouTube Channels to Learn R Programming
Below are the best YouTube channels to learn R Programming:
1. R Programming 101
R Programming 101’s YouTube channel offers a playlist titled “R programming for beginners,” which is designed to walk learners through the basics of R programming. This playlist covers topics such as how to install R, import data, clean data, and visualize data.
R Programming 101 manages the channel, focusing on providing clear and concise explanations with a focus on practical examples. The videos are well-structured and easy to follow, making them ideal for beginners in R programming.
R Programming 101’s “R programming for beginners” playlist is beneficial for learners new to R programming. It offers a step-by-step guide to the basics of R, including installation, data importation, data cleaning, and visualization, making it a valuable resource for beginners.
DataCamp’s YouTube channel offers a playlist titled “R tutorial – Learn R Programming,” which includes 23 videos designed to teach the basics of R programming.
The playlist covers topics such as the true basics of R, basic data types in R, creating and naming vectors, subsetting vectors, matrix arithmetic, using factors, creating and naming lists, using data frames, making basic graphics, customizing plots, plotting multiple graphs, conditional statements, logical and relational operators, and more.
DataCamp, a platform known for structured and project-based learning, manages the channel. The channel focuses on presentation-based teaching, making the learning process effective and accessible.
DataCamp’s “R tutorial – Learn R Programming” playlist offers a step-by-step guide to the basics of R, including data types, vectors, matrices, data frames, and graphics, making it a valuable resource for beginners.
3. StatQuest with Josh Starmer
The “Statistics and Machine Learning in R” playlist by StatQuest with Josh Starmer focuses on statistics and machine learning concepts using R programming. This playlist includes videos on PCA, MDS and PCoA, Random Forests, Linear Regression, Multiple Regression, Design Matrix Examples, Logistic Regression, Ridge, Lasso and Elastic-Net Regression, and ROC and AUC in R.
Josh Starmer, the creator of StatQuest, is known for his humorous and engaging teaching style. He uses animations to simplify complex topics in statistics and data science, making his tutorials accessible and enjoyable.
StatQuest’s “Statistics and Machine Learning in R” playlist offers clear explanations of various concepts and techniques, making it a valuable resource for both beginners and experienced learners in these fields.
4. Machine Learning Plus – Selva
The “R Tutorials for Non-Programmer Datascientists – Full Course” playlist, created by Machine Learning Plus – Selva, offers beginners a comprehensive journey through R programming, covering essential topics like basic math operations, data types, and dataframes.
Selva’s approach is particularly beneficial for those new to data science, providing a solid foundation in R programming.
5. Google for Developers
Google for Developers is a channel dedicated to providing in-depth tutorials and insights into various programming languages and developer tools, with a strong emphasis on R programming.
The “Intro to R” playlist specifically offers a series of tutorials that guide viewers through the fundamentals and advanced aspects of R, aiming to enhance their programming skills and understanding.
The channel is managed by a team of experts, who bring their extensive knowledge and professional experience to the forefront, making it a reliable source for developers.
6. MarinStatsLectures-R Programming & Statistics
MarinStatsLectures focuses on R programming and statistics, offering a comprehensive learning experience for beginners and those looking to deepen their understanding of these subjects.
The playlist contains a series of tutorials that guide users through the basics of R programming, using RStudio, and delves into various statistical methods and analyses.
The channel is managed by Marin, an educator with a passion for teaching statistics and programming in an accessible and engaging manner.
thenewboston is a popular YouTube channel, known for its wide array of programming and development tutorials, with a particular focus on R programming in the playlist provided.
This playlist serves as a comprehensive guide for those new to R, covering everything from basic setup to more advanced programming concepts.
The channel, started on February 4, 2008, by Bucky Roberts, has become a go-to resource for beginners and intermediate learners in the programming community.
8. Derek Banas
Derek Banas’ YouTube channel, which began on August 12, 2008, has become a renowned platform for a diverse range of programming tutorials, including a detailed series on R programming.
His tutorial on R programming, exemplified by the provided video, is a comprehensive guide that covers the basic syntax of R, along with examples on plotting and statistical analysis.
Derek Banas is known for his engaging teaching style, making complex topics easy to understand, and his ability to respond to specific viewer requests, which has contributed significantly to the channel’s popularity and high user engagement.
edureka!, a channel that started on June 29, 2012, has become a hub for online learning, particularly in the field of programming and technology.
The channel’s “R Tutorial Videos” playlist is a collection of 40 videos with 485,901 views, designed to help viewers understand the fundamentals of R programming through detailed explanations and examples.
edureka! employs multiple experienced instructors who deliver structured learning in their playlists, using a presentation style combined with hands-on demonstrations, making it a valuable resource for learners at various levels.
10. Data Science Tutorials
Data Science Tutorials, a channel that began on November 1, 2015, has carved out a niche in providing focused and practical data science and programming content, particularly in R programming.
The channel’s “R Programming Complete Tutorial” playlist, consisting of 32 videos with a total of 21,514 views, is tailored for learners seeking concise and hands-on demonstrations in R Programming.
The channel’s approach is practical, offering short, to-the-point videos that are ideal for busy learners who need to grasp concepts quickly.
Frequently Asked Questions
1. What are the best YouTube channels for learning R Programming?
The best YouTube channels for learning R Programming are R Programming 101, DataCamp, StatQuest with Josh Starmer, Machine Learning Plus – Selva, Google for Developers, MarinStatsLectures-R Programming & Statistics, and thenewboston.
2. Why should I choose YouTube for learning R Programming?
YouTube offers diverse teaching styles, practical examples, and a wide range of R Programming content for free, suitable for all learning levels.
3. How do I choose the right YouTube channel for learning R Programming?
Look for channels that match your learning style, cover the topics you’re interested in, and have positive user engagement and reviews for learning R Programming.
4. Can a beginner learn R Programming effectively through YouTube channels?
Yes, many YouTube channels provide beginner-friendly R Programming tutorials with step-by-step instructions and real-world examples.
5. How important is the instructor’s expertise in these R Programming YouTube channels?
Instructor expertise is crucial as it ensures accurate, up-to-date information and effective teaching methods for R Programming.
6. Are there YouTube channels for R Programming that offer content in multiple languages?
Yes, there are YouTube channels for R Programming that offer content in multiple languages. For instance, Google for Developers provides content in English with subtitles, catering to a diverse audience.
These YouTube channels are your companions in the realm of R Programming, offering a perfect blend of theoretical knowledge and practical application to skillfully navigate the world of data science.
Keep checking this article as we will keep updating this space as more YouTube channels make space in the heart and study schedule of students preparing for placements and competitive exams.
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