To begin with, R is a programming language useful for statistical computing and graphics. In addition, it is globally useful as a statistical software and data analysis tool and is compatible with the Windows, Macintosh, UNIX, and Linux platforms.
Features of R
R programming language comes with strong graphical capabilities and is capable of producing static graphics with production quality visualizations. It provides various interactive graphic capabilities that help in easily conducting data visualization and data representation. In addition, it has highly active community support that ensures that the R environment is continuously growing. R has a very comprehensive environment which is useful in statistical computing as well as software development. Furthermore, it comes with a robust package called Rshiny which is useful in producing full-fledged web apps. R also facilitates highly interactive online data-driven storytelling and is capable of performing simple and complex mathematical and statistical calculations. To further know about its features, one can visit R Programming Training in Noida. Apart from these, given below are some of the features of the R programming language.
- It comes with various formats of data storage which makes data handling easy.
- R uses vectors and they do not require a lot of looping to process a large set of values.
- It facilitates cleaning complex and inconsistent data sets to enable convenient computation.
- It is useful in exploration or building one-off models in Machine Learning Technology.
- R is capable of interacting with databases like Oracle, and Open Database Connectivity Protocol. Etc.
Benefits of Using R
R is an open-source programming language and it allows a user to work with it without any need for a license or a fee. It also facilitates a user to customize its packages, develop new ones, and resolve issues. In addition, it supports data wrangling and comes with more than 10,000 packages in the CRAN repository. R ensures quality plotting and graphing therefore, it comes with various popular libraries like ggplot2 and plotly. Furthermore, it is highly compatible and is capable of pairing with many other programming languages like C, C++ & Python. Apart from these, given below are some of the benefits of using the R programming language.
It allows users to easily report the results of an analysis. Furthermore, users can make reports with the data, plots, and R scripts embedded in them.
Machine Learning Operations
This programming language offers various features like classification and regression which are useful for ML operations.
It is the primary language for statistics and therefore it is dominantly useful for developing statistical tools. It allows users to clean, analyze, and graph their data.
This language provides regular updates whenever any new feature is added. In addition, it is a constantly evolving programming language.
Career Opportunities in R
R is the most popular language for statistical analysis and data visualization. It comes with various statistics-related libraries and it offers users a favorable environment for statistical computing and design. Almost all the Academics, scientists, and researchers utilize this language to analyze the results of the experiment. In addition, various sectors and industries use it to extract insights from the increasing amount of daily data they generate. Fintech companies use R to create credit risk models and conduct other types of risk analysis. Furthermore, it also helps in fraud detection, mortgage modeling, and volatility modeling. It is useful in academics and research along with risk assessment and creating market strategies.
Moreover, various government sectors also use this language to predict disasters and weather forecasts. Apart from these, this language is also useful in Data journalism, social media, Manufacturing, and the Healthcare sector. Due to these multiple uses and benefits, R is highly demanding in the corporate world. Almost all the sectors and businesses utilize it to conduct statistical analysis and data visualization. Various leading companies like Airbnb, Microsoft, Uber, Facebook, and Ford continuously took towards hiring skilled professionals in this language. Thus, generating multiple career opportunities in it and making it a promising career. Many institutes provide R Programming Online Training in India and one can enroll in them to start a career in it. Given below are some of the career opportunities you can explore after learning this programming language.
- Data Scientist
- Data Architect
- Geo Statisticians
- R Programmer
- Quantitative Analysis with R
- Data Visualization Analyst
- Data Analyst