Application of python programming language | All you need to know
So What are the main applications of python programming language and What are it's uses?
Introduction to Python Programming Language
Python is one of the most widely used general-purpose, interpreted, a high-level programming language that lets you work quickly and integrate systems more efficiently. Python programming language supports a dynamic type system and automatic memory management.Main Application Of Python Programming Language
The main application of the Python programming language are:
- Web Development
- Machine Learning
- Data Analysis and Data visualization
- Scripting
- Game Development
- Desktop Applications
Web Development
Web frameworks Like Django and Flask which are based on python have recently become very popular for web developments. This web frameworks basically help you create server-side code.
These frameworks help to build common background logic. This includes things like mapping different URLs to snippets of python code, dealing with databases and generating HTML files.
Machine Learning
Machine learning is a subset of Artificial Intelligence that is the scientific study of algorithms and statistical models that computer systems use to effectively perform a specific task without using explicit instructions, relying on patterns and inference instead. For example to develop a program that recognized what's in an image. Machine learning typically automatically detects the pattern in a given input. One can use machine learning for recommendation systems like youtube, Amazon, etc, Face recognition and voice recognition. The popular Machine Learning algorithms are:
- Neural Networks
- Deep Learning
- Support Vector Machines
- Random forest
Some popular Machine Learning Frameworks and Libraries are
- Scikit-learn and TensorFlow
Data Analysis and Data Visualizations
Data analytics is also a process that makes it easier to recognize patterns in and derive meaning from, complex data sets and Data visualization is the presentation of data in a pictorial or graphical format.
Data analysts should come up with plausible explanations. One of the most popular data visualization library is Matplotlib and it's a good library to get started with.
Scripting
Scripting usually refers to writing small programs that are designed to automate simple tasks. For example in an email support system, writing a program for counting the number of emails containing certain specific keywords.
Game Development
One could use the library called pygame to develop games but it's not the most popular gaming engine. You could use it to build a hobby project or a personal project.
Desktop Applications
One could develop a Desktop Application using Python with libraries like TKinter or QT but it does not seem more popular language for this kind of purpose.
Conclusion:
So these are some of the main applications of Python programming language that can be useful to developers out there. For more applications: visit Applications for Python.
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