ENGLISH

Python vs. R for Data Science

By Michael Grogan

Book information

Publisher
Inc., O’Reilly Media
Year
2018
ISBN
9781492033943
Language
english
Format
PDF
Filesize
456 kB (467326 bytes)
Pages
0\14
Time added
2019-04-17 23:27:15

Description

https://www.oreilly.com/library/view/python-vs-r/9781492033943/ Python and R are two of the mainstream languages in data science. Fundamentally, Python is a language for programmers, whereas R is a language for statisticians. In a data science context, there is a significant degree of overlap when it comes to the capabilities of each language in the fields of regression analysis and machine learning. Your choice of language will depend highly on the environment in which you are operating. In a production environment, Python integrates with other languages much more seamlessly and is therefore the modus operandi in this context. However, R is much more common in research environments due to its more extensive selection of libraries for statistical analysis. Python vs. R for Data Science Introduction Basics Core Characteristics Native Types Data Science Libraries How to Choose What is your background? What types of tasks do you wish to accomplish? What environment are you operating in?

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