💡 [FEATURE] - Add 'R Programming Language' complete Resources

[Santhosh-Siddhardha]

Idea Contribution

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• [X] I'm interested in working on this issue
• [X] I'm part of GSSOC organization

Explain feature request

R Programming Language is missing, which is widely used for statistical computing, data analysis, and data visualization. It is popular in academia, research, and industry for its powerful data manipulation and graphical capabilities.

Explain your solution

I propose adding resources for learning R from basics to advanced levels, which will include:

R Basics:

• Data types (vectors, lists, matrices, data frames)
• Variables and operators
• Control structures (if-else, loops)
• Functions

Data Manipulation:

• Importing and exporting data
• Data cleaning
• Data transformation with dplyr -Working with dates and times

Data Visualization:

• Base R graphics
• ggplot2 for advanced visualization
• Creating interactive visualizations with Shiny

Statistical Analysis:

• Descriptive statistics
• Inferential statistics
• Hypothesis testing
• Regression analysis (linear and logistic)

Advanced Topics:

• Working with large datasets
• Parallel computing
• Rcpp for integrating C++ code
• Creating R packages

Machine Learning:

• Introduction to machine learning with R
• Using caret and other machine learning packages
• Model evaluation and selection

Project Ideas:

• Real-world applications
• Sample projects

Any alternative approaches/features

To enhance the learning experience, I suggest including important resources such as books, YouTube channels, and websites. This will provide comprehensive and accessible learning material. Additionally, I propose creating a beginner-friendly roadmap to guide learners through the resources step-by-step.

Additional Context

This feature request aims to enrich the programming language section by providing extensive learning materials for R, similar to Python. This will cater to the high demand for R knowledge in data science, statistics, and research fields.

[Santhosh-Siddhardha]

@jfmartinz Please assign me this issue

[jfmartinz]

Add more sections, take for example this

[jfmartinz]

Thanks.

[Santhosh-Siddhardha]

Sure, Thank you