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What can you do to learn from Python

2025-04-06 Update From: SLTechnology News&Howtos shulou NAV: SLTechnology News&Howtos > Development >

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This article mainly explains "what can be done by learning Python". The content in the article is simple and clear, and it is easy to learn and understand. Please follow the editor's train of thought to study and learn what can be done by learning Python.

What can Python do? Python is an object-oriented programming language, with fast compilation speed, rich and powerful libraries, known as "glue language", Python glue language origin, Python flexible use of various modules written in other languages can be linked together, good at using these libraries can complete most of the work. From web development to data science and machine learning with Python, the application of Python in the real world is infinitely possible.

1. Python can be used for Web development

Python-based Web frameworks such as Django and Flask have become very popular in web development. These web frameworks use Python to create server-side code back-end code. This code runs on the server rather than on the user's device and on the browser. If you are not familiar with the difference between back-end code and front-end code. Why do you need a web framework? The web framework makes it easier to build generic back-end logic. This includes mapping different URL to Python code blocks, processing databases, and generating HTML files that users see in browsers.

Python can be used in machine learning.

There are some popular Python machine learning libraries and frameworks, of which the two most popular are scikit-learn and TensorFlow. Scikit-learn comes with some of the more popular built-in machine learning algorithms. TensorFlow is more like a low-level library that allows you to build custom machine learning algorithms. Just started a machine learning project, it is recommended to use scikit-learn first. If you start to encounter efficiency problems, it is recommended to use TensorFlow.

3. Visualization of data analysis with Python

One of the data visualization libraries is Matplotlib, which is easy to use. Other libraries, such as seaborn, are based on Matplotlib. Learning Matplotlib can get you started with other libraries. How to learn to use Python for data analysis visualization? After learning the basics of data analysis and visualization, it is also helpful to learn the basics of statistics on Coursera and Khan Academy.

4. Script can be written with Python

What is scripting? Typically, scripting refers to writing Mini Program to automate simple tasks. Wrote a simple program, a simple script to automatically complete the task. Python is suitable for this type of task mainly because it has relatively simple syntax and is easy to write.

Python is mainly used for Web development, data science including machine learning, data analysis and data visualization, scripting, in addition, Python can also be used for embedded applications, Python can work with Rasberry Pi, PyGame library is used to develop games, and Python Tkinter is used to develop desktop applications.

Thank you for your reading, the above is the content of "what can be done by learning Python". After the study of this article, I believe you have a deeper understanding of what you can do in learning Python, and the specific use needs to be verified in practice. Here is, the editor will push for you more related knowledge points of the article, welcome to follow!

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