Julia vs Python for Data Science in 2022

Comparing Programming Languages for Data Science

Avril Aysha
5 min readApr 1, 2022
image by Max Harlynking via unsplash.com

This article compares Julia to Python in terms of general performance, package availability and adoption and gives guidance on whether you should consider learning it.

Know Your Programming Languages for Data Science

In 2021 Python achieved #1 ranking in the TIOBE Index of programming languages for the second year in a row. This should come as no surprise: over the past decade, Python has become a household name in the data science industry.

Even if you are currently working in Python, that is no reason to lean back and trust Python to continue to be the dominant programming language for data science in the years to come. Rapid innovation in the world of programming means it is advisable to stay tuned to the latest developments in competing languages. One language you should certainly keep an eye on is Julia, a language specifically designed for data science and machine learning applications.

Why You Should Care About Julia for Data Science

Julia is a high-level, general-purpose programming language explicitly designed for high-performance numerical computation. It is often referred to as a language with…