Learn Python Coding

✨ netrc | Python Standard Library ✨

📖 Provides tools for parsing .netrc credentials files and looking up logins, accounts, and passwords by host.

🏷️ #Python

This channels is for Programmers, Coders, Software Engineers.

0️⃣ Python
1️⃣ Data Science
2️⃣ Machine Learning
3️⃣ Data Visualization
4️⃣ Artificial Intelligence
5️⃣ Data Analysis
6️⃣ Statistics
7️⃣ Deep Learning
8️⃣ programming Languages

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✨ How to Use OpenCode for AI-Assisted Python Coding ✨

📖 Learn how to use OpenCode, an open-source AI coding assistant, with a free Gemini API key to analyze and refactor Python code in your terminal.

🏷️ #intermediate #ai #python #tools

✨ Quiz: Using Python for Data Analysis ✨

📖 Test your understanding of a data analysis workflow in Python, from cleansing raw data with pandas to spotting insights with regression.

🏷️ #intermediate #best-practices #data-science #python

✨ getopt | Python Standard Library ✨

📖 Provides tools for parsing command line options from sys.argv following Unix getopt() conventions, with support for both short and long option styles.

🏷️ #Python

Rounding dates/times in Pandas:

* dt.floor — down (to the previous interval)
* dt.ceil — up (to the next interval)
* dt.round — to the nearest interval

Example:

s.dt.floor('3h')   # previous 3-hour slot
s.dt.ceil('15m')   # next 15-minute slot
s.dt.round('1D')   # nearest day

https://t.me/DataScience4

✨ A New Python Packaging Council and Other News for May 2026 ✨

📖 A new Python Packaging Council, PEP 803 stabilizes the free-threaded ABI, the incremental GC gets reverted, and Astral changes hands.

🏷️ #community #news

✨ Quiz: ChatterBot: Build a Chatbot With Python ✨

📖 Test your understanding of the ChatterBot Python library, from training a basic bot with ListTrainer to wiring in a local LLM through Ollama.

🏷️ #intermediate #data-science #projects

✨ Quiz: Python 3.13: A Modern REPL ✨

📖 Test your understanding of the redesigned Python 3.13 REPL with color support, multiline editing, paste mode, and history browsing.

🏷️ #basics #python

✨ Quiz: Use Codex CLI to Enhance Your Python Projects ✨

📖 Test your understanding of how to install Codex CLI, use Plan mode, and refine features with natural language in your terminal.

🏷️ #intermediate #ai #tools

✨ Quiz: Testing Your Code With Python's unittest ✨

📖 Test your understanding of Python unittest basics, including TestCase, assertions, fixtures, subtests, and test discovery.

🏷️ #intermediate #stdlib #testing

✨ ftplib | Python Standard Library ✨

📖 Provides tools for connecting to FTP servers and transferring files using the File Transfer Protocol (FTP).

🏷️ #Python

If you need more than 3 nested loops — stop and refactor.

It's better to avoid deep nesting: such code is harder to read and maintain.

The goal is always the same — readability and maintainability.

If you catch yourself in deep nesting, stop and think about whether it can be made more understandable. Using a library will often be a better alternative.

👉 https://t.me/DataScience4

✨ Quiz: Python's __all__: Packages, Modules, and Wildcard Imports ✨

📖 Test your understanding of wildcard imports, the dunder all variable, and how to control your module and package public APIs in Python.

🏷️ #intermediate #python

✨ fnmatch | Python Standard Library ✨

📖 Provides tools for Unix shell-style wildcard pattern matching against filename strings.

🏷️ #Python

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GitHub repositories to enhance your Python proficiency:

- Web development with Django — https://github.com/django/django
- Data Science tools — https://github.com/rasbt/python-machine-learning-book
- Algorithmic challenges — https://github.com/TheAlgorithms/Python
- Machine learning recipes — https://github.com/ageron/handson-ml2
- Testing best practices — https://github.com/pytest-dev/pytest
- Automation scripts — https://github.com/soimort/you-get
- Advanced Python concepts — https://github.com/faif/python-patterns

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