Why is Python more commonly used in Data Science and Machine Learning than Java?

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Published on July 24th, 2021

Data Science and Machine Learning both need tools in the form of programming languages.

Which language is mostly preferred by Data Scientists and Machine Learning specialists?

It is Python.

Read this article, and we are pretty sure that you will turn into a Python user yourself if youre still clinging to Java.

Let us dig deeper and understand that why Python is preferred over Java.

Before that lets have a look at the top 5 programming languages of 2021.

1. Python

2. JavaScript

3. Java

4. C#

5. C

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We will move towards the question in hand, which is:

Why does Python score above Java?

When you think of designing web pages, Java scores high for the given purpose.

But when if comes to Data Science, it envelops within it the sciences of Artificial Intelligence and Machine Learning. For these growing disciplines, Python is the best language.

Others reasons include:

“ If a data scientist wants to dabble in web development, they don’t need to learn another programming language because Python has them covered! There are also numerous libraries and full-stack frameworks specialized to web apps, which significantly speed up coding and streamline the entire development process.

“ There are a lot of libraries in Python which render to be time-saving. Most of these libraries focus on Data Science, Machine Learning, etc. making it a viable choice for Data Scientists.

“ Python is a community language and has lots of active users to provide with advice, doubt solution, workarounds etc.

Is it possible that Python may someday overtake Java, even in areas where Java currently reigns supreme? Python has distinct advantages over Java in terms of Data Science, Artificial Intelligence, and Machine Learning applications. So, anything is possible, albeit switching from the old to the new can be difficult, especially if the old works well enough.

The IoT Academy is one such platform where you can explore the application of programming languages and how this in return can help you in getting your dream job in domains like Data Science, Machine Learning and IoT.