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This article mainly explains the "Python basic advanced need to master what knowledge", the content of the explanation is simple and clear, easy to learn and understand, the following please follow the editor's ideas slowly in depth, together to study and learn "Python basic advanced need to master what knowledge" bar!

I. Web development

Synchronous framework: Django, Flask; asynchronous framework: Tornado, Sanic;Tornado framework; Git version control; HTTP method and response code; relational database: MySQL, PostgreSQL, Oracle; non-relational database: Redis, Mongo; log; project deployment; practical exercises.

2. Reptiles

Crawler application field; validity of crawler: Robots.txt;HTTP request: request line, request header, request body; response: response code, response header, response body; related tools: Chrome Developer Tools, PostMan, Httpie, BuiltWith; network request module: urllib, requests; data extraction: regular, XPath, Beautiful Soup, pyquery; data persistence; concurrent downloads: aiohttp, async, await, asynchronous Istroke O, collaboration; others: Scrapy, Selenium

III. Data analysis

Data finishing library: Pandas, Numpy library; data visualization: matplotlib library, pycharts library

IV. Artificial Intelligence

Web crawler; crawler principle and data crawling; scrapy framework; crawler distributed cluster; big project three: marriage website data collection; big data scientific analysis; data analysis; data visualization; big project four: marriage website data analysis; machine learning; supervised learning algorithm; machine learning framework scikit-learn; big project five: advertising recommendation system

Need to master the core programming: .Linix basic commands; basic python syntax; python string parsing; python time and calendar; python file operations; python object-oriented; design patterns; exceptions; modules; project practice: game interface development.

After learning Python, you can engage in web development, crawler development, cloud computing, automated operation and maintenance, artificial intelligence, desktop software and other aspects of work, the current market demand for a lot of development opportunities.

Thank you for your reading, the above is the content of "what knowledge does Python basic advanced need to master". After the study of this article, I believe you have a deeper understanding of what knowledge Python basic advanced need to master, 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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