DS with Python

 

Python is popular in three main applications area

  • Web Development
  • Data Science
  • Scripting

 

Web Development

Web frameworks that are based on Python like Django and Flask have recently become very popular for web development. These web frameworks help you create server-side code (backend code) in Python. That’s the code that runs on your server, as opposed to on users’ devices and browsers (front-end code)

 

Data Science

Perform machine learning, data analysis, and data visualization. Two of the most popular frameworks are scikit-learn and TensorFlow. Machine learning typically implements an algorithm to build a model. The model can then be used to automatically detects a pattern, predict the outcome in the given input. Python lets programers connect to data, clean, merge, transform and load into target storage with easy to learn technique. It also provide visualization package for producing graphical summary in decision making.

 

Scripting

It usually refers to writing small programs that are designed to automate simple tasks. Python is suited for this type of task mainly because it has relatively simple syntax and is easy to write.

 

How popular is Python in user community ?

Python appears as the top searched programming language from all the popular search engine. Chart below shows its ranking together with other languages.

Most Search Language 2020 

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