MatLab vs. Python vs. R

Journal of Data Science

article

Ceyhun Ozgur¹  Taylor Colliau¹  Grace Rogers¹  Zachariah Hughes¹ 

[1] Valparaiso University

关键词: MatLab;    Python;    R;   

DOI  :  10.6339/JDS.201707_15(3).0001

学科分类：土木及结构工程学

来源: JDS

【 摘 要 】

Matlab, Python and R have all been used successfully in teaching college students fundamentals of mathematics & statistics. In today’s data driven environment, the study of data through big data analytics is very powerful, especially for the purpose of decision making and using data statistically in this data rich environment. MatLab can be used to teach introductory mathematics such as calculus and statistics. Both Python and R can be used to make decisions involving big data. On the one hand, Python is perfect for teaching introductory statistics in a data rich environment. On the other hand, while R is a little more involved, there are many customizable programs that can make somewhat involved decisions in the context of prepackaged, preprogrammed statistical analysis.

【 授权许可】

CC BY