As a glue language, Python has simple syntax, is easy to learn and understand, and has a wide range of applications. Let me briefly introduce it:
This is one of the main reasons why Python is currently popular. Python provides many modules for machine learning, such as tensorflow, scikit-learn, etc., and has a large number of built-in machine learning algorithms , including regression, classification, clustering, dimensionality reduction, etc., which can It is very convenient to build machine learning models, so it has very good application prospects in machine learning:
data processing
This is also a convenience that Python has many applications. In order to process data more conveniently and quickly, Python provides many modules for data processing, such as numpy, scipy, pandas, etc., which can conveniently process various types of files (including txt , csv, excel, etc.), scientific calculations (linear algebra, matrix calculations, etc.) are also very convenient, so it also has good applications in data processing:
Visualization
For data visualization, Python also provides a lot of modules, such as matplotlib, seaborn, pyecharts, etc., which can draw a variety of beautiful pictures with various types and novel styles. For friends who want to quickly visualize data, Python is also A very good choice:
Web development
This is also an aspect where Python is widely used. For Web development, Python also provides many frameworks and modules, including lightweight Flask, Tornado, and heavyweight Django, which can meet the needs of most website development, so in Web For development, Python also has its place:
GUI development
Desktop GUI has a very wide range of applications. In this regard, Python also provides many modules for GUI development, such as tkinter, easygui, kivy, wxpython, pyqt, etc., which can satisfy most desktop application development, although it is not its own A strong point, but also has good applications:
Web Crawler
For web crawlers, Python also provides a lot of modules, such as the relatively simple urllib, lxml, requests, bs4, etc., and the more mature scrapy crawler framework, which can quickly crawl web page data and clean it, so in terms of crawlers , Python also has very important applications:
Stock Finance
For the financial aspect, Python also provides the corresponding module - tushare, which automatically completes the entire process of stock financial data from collection, cleaning to processing. It can quickly obtain the financial data we need in real time, so it is suitable for friends who want to study stocks. That said, it’s also a very good tool:
Video download
For web video downloading, Python also provides two artifacts - you-get and youtube-dl, which can download videos from almost the entire network, including Youku, Bilibili, Meipai, etc., with full download speeds. For those who want to download videos quickly Friends, Python is also a very good choice:
For now, let’s just share these 8 aspects. Of course, there are many other applications, such as the tested RobotFrame framework. Interested friends can search online. The relevant information is very rich. I hope the content shared above can be helpful to you.
Reprinted from: Weidian Reading https://www.weidianyuedu.com