Why Learn Python For Data Science?.
Before we explore how to learn Python for data science, we should briefly answer why you should learn Python in the first place.
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In short, understanding Python is one of the valuable skills needed for a data science career.
Though it hasn’t always been, Python is the programming language of choice for data science. Here’s a brief history:
In 2016, Python replaced Java as the most popular language in colleges and universities and has never looked back
In 2016, it overtook R on Kaggle, the premier platform for data science competitions
In 2017, it overtook R on KDNuggets’s annual poll of data scientists’ most used tools
In 2018, 66% of data scientists reported using Python daily, making it the number one tool for analytics professionals
In 2019 IEEE Spectrum (world’s largest professional organization dedicated to applied science and engineering) has ranked Python at the top of the list of ‘top programming languages in 2019’
Tiobe analysts believe that within three to four years' time, Python will "probably replace C and Java" to become the most popular programming language in the world