Why Learn Python as a Data Analytics Tool?

Posted on Posted in Data Science, Data Science with Python, Machine Learning

Python’s ecosystem has grown dramatically in recent years, making it more capable of the statistical analysis. Python is intuitive and easier to learn than R. In the recent years, Python is one of the most popular languages for Data Science and Analytics. As it is widely used for data analysis and you might have considered learning it yourself. See why you should be learning Python:

It’s a Popular Data Analysis Tool

Firstly, by itself Python is one of the most popular tools for data analysis. With 35% of data scientists using Python. Python originated as an open source scripting language and though not initially used to conduct data analysis. Pandas and other specialized libraries are beginning to change that.

General Purpose Programming

Despite there being other very popular and great computing tools used for analyzing data (e.g. R, SAS), Python is the only true general purpose programming language. The fact that Python is a general purpose programming language means that knowledge of Python can be useful for all types of programming work.

Popular Programming Language

In addition, Python is one the most popular programming languages, when compared with other general purpose languages (e.g. Java, C++, PHP).

Free and open source

Python is totally free of cost and it has open contributions. So, there are chances of errors in latest developments.

Ease of learning

Python is known for its simplicity in the programming world. This remains true for data analysis as well. Documentation is improving.

Employment Scenario

Python is often considered the better option for start-ups and companies looking for cost efficiency.

Some limitations

Since the core language is small and excludes many standard scientific operations, such
duties fall on third party libraries such as Pandas More work is still needed to make Python a first class statistical modeling environment, but it is on its way.

Note: I don’t recommend that you only learn Python and forget about the rest. However, learning Python is one of the best things you can do for your career. 🙂

Also Read:

The Most Popular Languages for Data Science and Analytics – 2017

Why you should learn R for data science today ?