R vs Python Which one is better for the future

R vs Python, which one is better for the future

By: Codeavail

R vs Python • If you are into Data Science, the two programming languages that might immediately come to mind are R and Python.

• However, instead of considering them as two options, more often than not, we end up comparing the two.

• R and Python, are excellent tools in their own right but are very often conceived as rivals.

• If you type R vs Python, in your Google search bar, you instantly get a plethora of resources on topic which talks about the supremacy of one over the other.

WHY NOT USE BOTH?

• There are people in the data science community who are using both Python and R, but their percentage is small. • On the other hand, there are a lot of people who are committed to only one programming language nut wished they had access to some of the capabilities of their adversary.

R • Object-oriented language

Vs

Python • Consists of packages for almost any statistical

• General purpose

application one can think of. CRAN currently

• Has a lot of extensions and

hosts more than 10k packages.

• incredible community support • Simple and easy to understand and learn.

• Packages like pandas, numpy and sci-kit-learn, make Python an excellent choice for machine learning activities.

• However, Python doesn’t have specialized packages for statistical computing, unlike R.

• It comes equipped with excellent visualization libraries like ggplot2.

• Capable of standalone analyses.

• Performance wise R is not the fastest language and can be a memory glutton sometimes when dealing with large datasets.

CONCLUSION: • Both R programming language and Python programming language are quite robust languages and either one of them is actually sufficient to carry out the data analysis task.

• However, there are definitely some high and low points for both of them and if we could utilize the strengths of both, we could end up doing a much better job.

• Either way, having knowledge of both will make us more flexible thereby increasing our chances of being able to work in multiple environments.

• If you need any programming assignment help related to R and Python, you can hire codeavail professional programming experts at an affordable price.

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