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Experts Guide To Understanding R In Data Science

R is one among the most popular programming languages especially in the world of Data Analysis and Data Science. The R Foundation describes R as “a language and environment for statistical computing and graphics but in reality R is much more beyond these.

The foundation for R programming was laid by Ross Ihaka and Robert Gentleman at the University of Auckland. In its early days, R programming is majorly used as a statistical platform for their students, open-source R has been extended over the decades by thousands of user-created libraries.

R In The Present Time-

As mentioned earlier, R possesses an extensive catalog of statistical and graphical methods. With several advancements throughout the history of R it now holds advanced Machine Learning algorithms, Linear Regression, Time Series, Statistical Inference and many more.

Most of the R libraries are written in R, but however in the cases where heavy computational tasks are involved, C, C++ & Fortran codes are preferred.

Data Analysis With R-

R programming is extensively being used in the process of data analysis. Data scientists or analysts & anyone who needs to make sense of data can make use of R for statistical analysis, data visualization, and predictive modeling.

Performing Data Analysis with R involves a series of steps like programming, transforming, discovering, modeling and communicate the results

  • Program-

R is a clear and accessible programming tool

  • Transform

R has a collection of libraries which are specially designed for data science

  • Discover

 To precisely investigate the data, refine your hypothesis and analyze them

  • Model

To help you capture the right model for your data R has the presence of a wide variety of tools


Can integrate codes, graphs, and outputs & communicate the results to the world.

In addition to R, Pythons is also one among the most extensively used programming language for Python. Interested in building your career as a Data Scientist by mastering R & Python? Then be a part of the Kelly Technologies leading analytics based learning program of Data Science Training In Hyderabad.

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