If you are starting to learn Python in 2025, these top ten GitHub repositories are perfect for beginners. Each one helps you learn at your own pace through daily challenges, code examples, or exercises. I use simple words and clear steps so anyone can follow along, even with no experience.

1. Asabeneh/30-Days-Of-Python

GitHub Repository: Asabeneh/30-Days-Of-Python

This is a 30-day challenge that introduces Python basics day by day. You start with syntax, variables, loops, lists, and gradually move to modules, date-time, exceptions, files, and more. Real beginners feel guided and motivated, with easy examples and exercises. You can take more than 30 days if you like and go at your own speed.

2. trekhleb/learn-python

GitHub Repository: trekhleb/learn-python

This repo has clean playground scripts and cheatsheets. Topics are grouped by theme (lists, strings, functions). Each file contains short examples and assertions so you can test what you learn instantly. It's great for hands-on learning and reviewing syntax quickly.

3. realpython/python-guide

GitHub Repository: realpython/python-guide

Also called the "Hitchhiker's Guide to Python", this collection teaches Python best practices. It covers environment setup, virtual environments, testing, documentation, web frameworks, data science tools like NumPy and Matplotlib. It's a friendly manual for beginners who want to follow good habits from the start.

4. zhiwehu/Python-programming-exercises

GitHub Repository: zhiwehu/Python-programming-exercises

Here you find over 100 coding exercises, from easy to harder. Practice topics like loops, lists, dictionaries, file I/O. This helps you build confidence by solving small challenges and checking your work with simple tests.

5. geekcomputers/Python

GitHub Repository: geekcomputers/Python

This repo contains many real-world Python scripts such as automation tasks, web scraping, data formatting. Beginners can read through and run examples to see practical uses. It's helpful when you want to see how Python solves real problems.

6. practical-tutorials/project-based-learning

GitHub Repository: practical-tutorials/project-based-learning

Rather than learning only syntax, this repo helps you learn by building projects. It links to tutorials that guide you to build small bots, data science tasks, game scripts, stock prediction tools, recommendation systems, and more. A helpful way to apply what you learn in real code.

7. avinashkranjan/Amazing-Python-Scripts

GitHub Repository: avinashkranjan/Amazing-Python-Scripts

This one has neat scripts for automation, GUI apps, puzzles and games. All code is beginner accessible and fun. You can use and modify these to understand how everyday tools can be built in Python.

8. TheAlgorithms/Python

GitHub Repository: TheAlgorithms/Python

A clean collection of algorithms and data structures written in Python. If you are curious about how sorting, searching, recursion, linked lists, graphs, and other algorithms work under the hood, this repo breaks them down in simple code. Good for logic building and preparing for technical interview questions.

9. vinta/awesome-python

GitHub Repository: vinta/awesome-python

This is a curated list of Python tools, libraries, tutorials. Even as a beginner you can browse categories like web development, data visualization, automation, testing tools. It's a helpful directory when you're ready to explore new areas beyond basics.

10. jerry-git/learn-python3

GitHub Repository: jerry-git/learn-python3

This repo offers a clear introduction to Python 3 for complete beginners. It's a nice way to refresh or get started quickly with essential syntax and small practice examples.

Why These Repos Matter in 2025

1. Updated and active - many have recent activity or community maintenance in 2024-25.
2. Beginner friendly - no heavy jargon, code examples are easy to follow.
3. Structured learning - through 30-day challenges or topic-by-topic organization.
4. Practice focused - lots of exercises and examples to test what you learn.
5. Community backed - these repos are starred, forked, and trusted by lots of learners.

How You Can Use These Repos

Here's a simple plan:

1. Start with Asabeneh/30-Days-Of-Python Work a few hours each day. Read code, do exercises.
2. Use trekhleb/learn-python alongside to try concepts in small scripts.
3. Read realpython/python-guide to understand best coding habits early.
4. Do exercises in zhiwehu/Python-programming-exercises after finishing basics.
5. Explore geekcomputers/Python and avinashkranjan/Amazing-Python-Scripts for fun real-world examples.
6. Build mini projects via project-based-learning repo.
7. Study algorithms from TheAlgorithms/Python to sharpen logical thinking.
8. Browse awesome-python for tools and ideas to try next.
9. Use jerry-git/learn-python3 as quick reference or refresher.

Extra Tools (Optional but Helpful)

• Exercism platform: offers free Python exercises and mentor feedback. It has open-source GitHub tracks and lets you see others' code and reviews.
• Thonny IDE: a simple Python editor made for beginners. It helps you step through code and watch variables live. A good tool along with these repos.

Example Learning Flow (Sample Week Plan)

Week 1: Basics

• Days 1-3: Follow Day 1-3 of 30-Days-Of-Python. Try to type code yourself.
• Days 4-5: Pick a topic (like lists) in trekhleb/learn-python. Read and run assertions.
• Days 6-7: Do a few exercises in zhiwehu/Python-programming-exercises.

Week 2: Practice & Build

• Complete more days in 30-Days.
• Try automating a simple task from geekcomputers or Amazing-Python-Scripts.
• Start a mini-project tutorial from project-based-learning.

Beyond:

• Study algorithms in TheAlgorithms to build logic.
• Explore libraries via awesome-python when you're curious about web or data.

Tips for Better Learning

• Code every day: even short practice helps stick.
• Run, change, experiment in code examples - don't just read.
• Use an IDE like Thonny or VS Code to test your code.
• Ask for help if stuck - GitHub issues, forums, Reddit r/learnpython are helpful.
• Keep notes in your own words as you go through topics.
• Contribute small fixes like README typos back to repositories to start getting comfortable with GitHub.

Summary Table

#	Repository	What It Teaches
1	Asabeneh/30-Days-Of-Python	Daily lessons from basics to advanced
2	trekhleb/learn-python	Code playground and quick syntax
3	realpython/python-guide	Best practices and tools
4	zhiwehu/Python-programming-exercises	Coding problems to train logic
5	geekcomputers/Python	Real-world scripts and examples
6	project-based-learning	Build small project tutorials
7	Amazing-Python-Scripts	Creative Python tools and apps
8	TheAlgorithms/Python	Algorithms implemented in Python
9	awesome-python	Directory of libraries and tools
10	learn-python3	Clear intro to Python 3 syntax

Final Thoughts

These Top 10 GitHub repositories give you a complete, beginner-friendly path to learn Python from scratch in 2025. You'll begin with guided daily learning, build real code, solve problems, and explore tools. The best part: all are free, open source, and trusted by many learners around the world.

If you follow this mix of guided lessons, hands-on code, and project building, you'll be well on your way to writing real Python programs and understanding how to learn more.