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Detailed explanation of Python introductory learning route
- 王林Original
- 2023-06-10 08:21:151111browse
Python is a high-level programming language. With the widespread use of artificial intelligence, data science, and machine learning, Python is in increasing demand. Even if you don't have any programming experience, you can master Python through the following introductory learning routes.
Step one: Understand the basic syntax and environment of Python
First learn the most basic syntax and environment settings of Python. You can download and install the latest version of Python from the Python official website (www.python.org). Then, you can learn a little bit about how to write Python programs, how to use different data types, loops and conditional statements, functions, etc.
Recommended learning resources:
- Basic Python course on Codecademy
- Basic Python programming course on Udemy
- Official Python documentation
Step 2: Learn Python modules and libraries
Python has many powerful modules and libraries that allow developers to quickly write programs and solve problems. You can learn libraries such as NumPy, Pandas, and Matplotlib. NumPy and Pandas are the main tools for data science and analysis, and Matplotlib is used for data visualization.
Recommended learning resources:
- NumPy and Pandas official documentation
- Matplotlib official documentation
- Python data analysis course on Udemy
Step 3: Learn Python advanced programming concepts in depth
After you learn the basic syntax and libraries, you can start to learn Python advanced programming concepts such as object-oriented programming (OOP), multi-threading, and algorithms and data structures. These concepts will help you write more complex Python applications.
Recommended learning resources:
- Advanced Python Programming Guide
- Advanced Python Programming Course on Udacity
Step 4: Application Python Skills
Apply your Python knowledge to real-world problems and projects. You can participate in some Python programming competitions, Hackathons or develop some Python applications yourself.
Recommended learning resources:
- Python Machine Learning Competition on Kaggle
- Python Project Idea Generator
- Python Project on GitHub
Summary
The above are the four steps for learning Python. If you want to become a Python developer, it is recommended that you not only start with the introductory tutorials, but pursue continuous learning and practice. Only by continuous learning and practice can you continue to grow and develop in the field of Python programming.
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