If you already know a little about the Data Science field, you must be aware of the debate between Python and R programming languages. Although both programming languages are used in Machine Learning, Artificial Intelligence, there is a world of difference between them. Searching for Online Python Training in India, Artificial Intelligence Online Training in India, or Python Online Training in India? Try the courses offered by Teksands as they are designed to offer maximum understanding of the topics in the shortest time possible.
Before understanding the differences between the two, let’s briefly discuss both programming languages:
Python
Python programming language was released in 1989 by Guido Van Rossum, the man who invented the easy to read Python programming language. Since it is an object-oriented and general-purpose language, it is quite famous in the programming world. There are many Python libraries available online like Pandas for analysis and data manipulation, Numpy to handle large dimensional arrays and Matplotlib for data visualizations.
R
The programming language R was developed in 1992 to optimize statistical analysis and data visualization having a rich ecosystem with tools for data reporting and complex data models. R has a lot of libraries for creating visualizations, training Machine Learning and Deep Learning algorithms and prepping and cleansing data. Mostly, the R programming language is used to simplify data reporting, visualization and statistical analysis.
Difference Between Python And R
Though both languages are open source programming languages and have a large community with libraries, the main distinction lies in their approach to Data Science. While Python is more of a multi-purpose language, R, on the other hand, is developed by statisticians who use the language for deep statistical analysis. Python can be used for Data Analysis or Machine Learning, R can be used for deep statistical analysis to create specialized analytics and statistical models. Other key differences between the two are data collection, data exploration, data modelling and data visualization.
Which One Is Better: Python Or R?
While Python is better due to its easy-to-read syntax, simple learning curve, R language is better for running Data Analysis due to its advanced functionality. Python is preferred for Machine Learning and large scale applications, R is a better statistical tool to run Data Analysis within minutes. The type of programming language that is better for you also depends on the kind of problem you are dealing with; for example, R is ideal if you want to visualize data in the form of beautiful graphics. So, one can’t tell if Python is better or R is better as both have their own strengths and weaknesses. Looking for Online Python Training in India, Artificial Intelligence Online Training in India, or Python Online Training in India? Check the courses by Teksands.
related article:- Python Vs Java: The Ultimate Guide
