Article directory
- Preface
-
- 1、Welcome to Python for you and me
- 2、Google’s Python Class
- 3、The Hitchhiker’s Guide to Python!
- 4、Learn Python The Hard Way
- 5. Niuke.com
- 6、Python 3 Module of the Week
- 7、Python Code Examples
- 8. Python official tutorial (Chinese version)
- 9. Liao Xuefeng's official website
- 10. Rookie Tutorial
- 11、W3school
- 1. Introduction to Python
- 2. Python crawler
- 3. Data analysis
- 4. Database and ETL data warehouse
- 5. Machine Learning
- 6. Advanced Python
- Data collection
Preface
1、Welcome to Python for you and me
https://pymbook.readthedocs.io/en/latest/
Welcome to Python for you and me is a website mainly for Python beginners to learn Python. The author of the content is a code contributor of CPython. The main content covers Python syntax knowledge and some related project experience.
2、Google’s Python Class
https://developers.google.cn/edu/python
Google's Python tutorial is for beginners and has detailed and informative content.
3、The Hitchhiker’s Guide to Python!
https://docs.python-guide.org/
The website created by the author of the famous Request can also be said to be a Python learning manual. It provides best practices for Python knowledge and use, whether for beginners or excellent Python developers.
4、Learn Python The Hard Way
https://learnpythonthehardway.org/
Everyone must have heard of the stupid way to learn Python. In Python, you slowly build up your skills through exercises, memorization and other techniques. Here you can truly feel your learning process, better understand the language itself and improve its application. Python solves increasingly difficult problems.
5. Niuke.com
Niuke is a well-known IT question bank in China. For Python beginners, it is an excellent place to consolidate their knowledge and practice programming.
For Python, in addition to exercises for getting started with Python, it also has a series of exercises on popular Python data analysis, machine learning, etc. In addition to the question bank, it is also quite good in terms of school recruitment. If you are a fresh graduate , this is a good place for you to find a job and brush up on your experience!
I really recommend Niuke no matter where you are, just click on the link below to register and you can start practicing!
Online Programming_Programming Learning|Exercise Questions_Python|System Design Question Bank
6、Python 3 Module of the Week
https://pymotw.com/3/
Python 3 Module of the Week is composed of a series of tutorials, mainly for modules in the Python standard library. Each article is an introductory tutorial. The style is mainly based on example operations, which is very suitable for Python developers to learn.
7、Python Code Examples
https://www.programcreek.com/python/
Python code examples, here you can search for the code examples you want to learn and imitate and learn through examples. The code examples come from real Python projects, which are very helpful for beginners to learn Python knowledge points and to find and fill in the gaps during the Python development process.
8. Python official tutorial (Chinese version)
https://docs.python.org/zh-cn/3/
From the official Chinese learning tutorial of Python, this can be said to be the most authoritative place to learn Python knowledge, so you can learn with confidence.
9. Liao Xuefeng's official website
https://www.liaoxuefeng.com/wiki/1016959663602400
This Python tutorial for beginners is no problem even if you have zero foundation in programming. The content is explained in detail, and you can also practice directly to get started with Python easily.
10. Rookie Tutorial
https://www.runoob.com/python3/python3-tutorial.html
The novice tutorial is also very suitable for beginners to get started. It starts from the most basic syntax and the content is easy to understand. Each article has examples, theory and practice, making it easy to learn Python.
11、W3school
https://www.w3school.com.cn/python/index.asp
W3school is a free website for learning programming, providing learning in various programming languages and big data, including tutorials, reference manuals and a huge code library. Python is of course included, with detailed explanations of Python knowledge and essential examples to guide you through Python.
1. Introduction to Python
The following content is the basic knowledge necessary for all application directions of Python. If you want to do crawlers, data analysis or artificial intelligence, you must first learn them. Anything high-end is built on a primitive foundation. By laying a good foundation, the road ahead will be more stable.All information is available for free at the end of the article！！！
Include:
Computer Basics
python basics
Python introductory video episode 600:
Watch zero-based learning videos. Watching videos is the fastest and most effective way to learn. It is easy to get started by following the teacher's ideas in the video, from basic to in-depth.
2. Python crawler
As a popular direction, crawlers are a good choice whether you use them part-time or as an auxiliary skill to improve work efficiency.
Relevant content can be collected through crawler technology, analyzed and deleted to get the information we really need.
This information collection, analysis and integration work can be applied to a very wide range of areas. Whether it is life services, travel, financial investment, product market demand of various manufacturing industries, etc., crawler technology can be used to obtain more accurate and effective information. use.
Python crawler video information
3. Data analysis
The "Digital Transformation of China's Economy: Talent and Employment" report released by Tsinghua University School of Economics and Management shows that the data analysis talent gap is expected to reach 2.3 million in 2025.
With such a big talent gap, data analysis is like a vast blue ocean! Starting salary of 10K is really commonplace.
4. Database and ETL data warehouse
Enterprises need to regularly transfer cold data from the business database and store it in a warehouse dedicated to storing historical data. Each department can provide unified data services based on its own business characteristics. This warehouse is a data warehouse.
The traditional data warehouse integrated processing architecture is ETL. Using the capabilities of the ETL platform, E = extract data from the source database, L = clean the data (data that does not comply with the rules) and transform the table (perform different dimensions and granularity on the table according to business needs) calculation of different business rules), T = load the processed tables to the data warehouse incrementally, in full, and at different times.
5. Machine Learning
Machine learning is to learn part of the computer data, and then predict and judge other data.
At its core, machine learning is "using algorithms to parse data, learn from it, and then make decisions or predictions about new data." That is to say, the computer uses the data obtained to derive a certain model, and then uses this model to make predictions. This process is somewhat similar to the human learning process. For example, after a person acquires certain experience, he or she can predict new problems.
Machine learning materials:
6. Advanced Python
From basic syntax content to many in-depth advanced knowledge points and understanding of programming language design, after studying here, you will basically understand all the knowledge points from entry to advanced python.
At this point, you can basically meet the company's employment requirements. If you still don't know where to find interview materials and resume templates, I have compiled one here for you. It can really be said to be a systematic learning route for nannies and caregivers. .
But learning programming is not achieved overnight, but requires long-term persistence and training. In organizing this learning route, I hope to make progress together with everyone, and I can review some technical points myself. Whether you are a novice in programming or an experienced programmer who needs to be advanced, I believe that everyone can gain something from it.
It can be achieved overnight, but requires long-term persistence and training. In organizing this learning route, I hope to make progress together with everyone, and I can review some technical points myself. Whether you are a novice in programming or an experienced programmer who needs to be advanced, I believe that everyone can gain something from it.
Data collection
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