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This article mainly shows you "python development work needs to master what skills", the content is easy to understand, clear, hope to help you solve your doubts, the following let the editor lead you to study and learn "python development work needs to master what skills" this article.

First of all, to be clear, the prerequisite for finding a python development job is that you need to master the relevant skills. The skills you need to master for your python career are as follows:

Python development skills 1. Python crawler

Crawler takes all the data in the network as resources and uses automated programs to collect and process data. The project includes anti-crawler strategy, high-performance asynchronous IO, distributed crawler and so on. This paper makes an in-depth analysis of the source code of Scrapy framework, understands its principle and implements a custom crawler framework. The learning direction of reptiles is very large, and at present, there is a lot of demand for crawler development in China.

In the process of learning the use of the web framework, trying to achieve the development of a website or web service, and to be able to make the project a product, this experience is enough to cope with the recruitment of many Internet companies. As for the quality of the treatment, it has something to do with the level of experience of the individual.

Python development skills II. Web front end

As long as people who are in contact with programming more or less know what web is, it includes the front-end and the back-end two parts, the front-end development of dynamic web pages, the back-end implementation and use of their own mini-Web framework, the framework covers data, components, security and other fields of knowledge, from the bottom to understand its working principle and can control any mainstream Web framework in the industry, the same domestic development of web is in short supply.

Python Development skills III. Artificial Intelligence and Machine Learning

This is a relatively rigid direction of work, the requirements for academic qualifications are very strict, probably a master's degree or above, after all, artificial intelligence is an infinite possibility in the future, in-depth machine learning course. It contains the basic concepts of machine learning and common knowledge, such as classification, clustering, regression, neural networks and common class libraries, and according to the surrounding events as a case, step by step through preprocessing, modeling, training, evaluation and tuning, and there are mathematical algorithms to be very thorough. Rookies should take a look at the excitement along the way.

Python development skills IV. Automated development

Operation and maintenance automation is a set of strategies that transform static equipment structures into dynamic and elastic responses according to IT service requirements, with the aim of reducing human intervention, personnel costs and error probability, allowing you to develop the most common projects in your enterprise. Design level, framework selection, flexibility, expansibility, fault handling, and how to optimize and other aspects come from the real cases of major Internet companies.

Python development skills 5. Financial analysis

Including the study of financial knowledge and Python-related modules, financial rookies to veterans in the development of quantitative trading strategies, including Numpy\ Pandas\ Scipy data analysis module, as well as common financial analysis strategies such as "double averages", "weekly rule trading", "alpaca strategy", "Dual Thrust trading strategy", etc., it is no longer difficult to enter the financial industry.

Python development skills VI. Network programming

Where there is communication, there is network, and network programming is the basis of all development. all programmers must know it and why, so the network part will be analyzed deeply from the bottom of protocol, packet, unpacking and so on.

Python programming zero-basic people, or very weak people, the job should not involve computer programming, then maybe you are still a beginner, no direction, only know the noun python, some basic syntax, nothing else, this situation is even more difficult to learn. Share some learning tips:

1. Make good use of the browser, which is the most important channel for beginners to get help.

2. Take notes and write down what you have learned, so that you can not only summarize and deepen understanding, but also make it easy to consult in the future.

3. Do-it-yourself writing is much better than reading books and watching videos. You can't learn by watching alone.

4. Willing to spend time repeatedly tapping the code, learning programming is like memorizing English words, the speed of forgetting is very fast

5. Phased goals should be clear and executable.

6. buy authentic books and buy fewer pirated copies

7. Work and rest regularly. As long as you can ensure the same daily routine, even if you sleep during the day, work and study at night, eat a healthy diet and sleep enough, in the long run, it will not do any harm to the body.

These are all the contents of the article "what skills do you need to master in python development work"? thank you for reading! I believe we all have a certain understanding, hope to share the content to help you, if you want to learn more knowledge, welcome to follow the industry information channel!

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