Python learning route, the most comprehensive on the Internet

In recent years, with the development of the Internet, more and more people are learning Python. Beginners of Python always hope to get a Python learning roadmap. After summarizing many aspects, the editor has summarized a relatively complete set of Python learning routes to get started quickly. For a friend who wants to learn python with zero foundation, the learning method is very important. If the learning method is wrong, the efforts will be in vain. There must be a correct learning route and method.

Python learning route one: Python basics

Must-learn knowledge: [Linux basics] [Python basic syntax] [Python strings] [File operations] [Exception handling] [Python object-oriented] [Project practice].

Route explanation: This route is step-by-step, scientific and reasonable, helping learners establish correct programming ideas and acquire basic programming abilities.

Python learning route two: Python advanced programming

Must-learn knowledge: [Python platform migration to Linux] [Python commonly used third-party libraries] [Python advanced syntax] [Python regular expressions] [Network programming] [System programming] [Data structures and algorithms] [Project practice].

Route explanation: This route emphasizes the learning of data structures and algorithms, focusing on improving learners' core programming abilities; enabling learners to master advanced Python usage and network-related knowledge, and be able to independently undertake Python network-related development.

Python learning route three: web front-end development

Must-know knowledge: [HTML] [CSS] [UI Basics] [Java] [DOM] [Events] [jQuery] [Hybrid Development] [Project Practice].

Route explanation: enable learners to master the relevant knowledge of web front-end development and build high-quality websites at work; if you have any difficulties in learning python, you can join my python communication and learning qun: 227-435-450, and communicate with many questions , help each other, there are good learning tutorials and development tools. Have any questions about learning python (learning methods, learning efficiency, how to get a job).

Python learning route four: back-end development

Must-learn knowledge: [Linux website configuration] [git project management] [Python framework Django] [flask framework] [Interface development] [Database MySQL, MongoDB, Redis development]

Route explanation: Master the use of frameworks proficiently, master database principles and related optimization.

Python learning route five: crawler development

Must-learn knowledge: [Principles of crawler development] [requests+beautifulsoup4 static web page parsing] [selenium dynamic web page parsing] [scrapy framework] [distributed crawler system] [project practice]

Route explanation: enable learners to master the working principles of crawlers, independently undertake crawler-related work, and independently design and implement distributed crawler frameworks;

Python Learning Route 6: Artificial Intelligence

Must-know knowledge: [Data Analysis] [Data Visualization] [Machine Learning Theory and Practice] [TensorFlow Image Practice] [Project Practice Python Artificial Intelligence Project]

Route explanation: Pay equal attention to theory and practice, strengthen theoretical explanation, understand the principles of machine learning, and have a more systematic and complete understanding of the entire Python learning process.

The above is the most complete set of Python learning roadmap, which can not only get started quickly, but also get started quickly. It can be said that it is suitable for every Python beginner.

Python experience sharing

If you are interested in Python, you can try this complete set of Python learning materials I compiled. You can get it for free at the end of the article.

Including: Python permanent installation package, Python web development, Python crawler, Python data analysis, artificial intelligence, machine learning and other learning tutorials. Let you learn Python systematically from scratch!

Introduction to zero-based Python learning resources

1. Learning routes in all directions of Python

The Python all-direction route is to organize the commonly used technical points of Python to form a summary of knowledge points in various fields. Its usefulness is that you can find corresponding learning resources according to the above knowledge points to ensure that you learn more comprehensively.
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2. Python learning software

If a worker wants to do his job well, he must first sharpen his tools. The commonly used development software for learning Python is here!
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3. Python introductory learning video

There are also many learning videos suitable for beginners. With these videos, you can easily get started with Python~Insert image description here

4. Python exercises

After each video lesson, there are corresponding exercises to test your learning results haha!
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5. Python practical cases

Optical theory is useless. You must learn to type code along with it and practice it in order to apply what you have learned to practice. At this time, you can learn from some practical cases. This information is also included~Insert image description here

6. Python interview materials

After we learn Python, we can go out and find a job if we have the skills! The following interview questions are all from first-tier Internet companies such as Alibaba, Tencent, Byte, etc., and Alibaba bosses have given authoritative answers. I believe everyone can find a satisfactory job after reviewing this set of interview materials.
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7. Data collection

The complete set of Python learning materials mentioned above has been uploaded to CSDN official. Friends who need it can scan the CSDN official certification QR code below on WeChat and enter "receive materials" to get it for free! !

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Origin blog.csdn.net/maiya_yaya/article/details/131780014