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Top 10 Github Repositories to Learn Python
Tech Startups | Dev Tools | SEO  Feb 6, 2023
Top 10 Github Repositories to Learn Python

Python has been consistently popular and widely used in various domains, including web development, scientific computing, data analysis, artificial intelligence, and machine learning.

It is expected to continue its growth in popularity in the coming years, due to its simplicity, versatility, and a robust ecosystem of libraries and tools. However, the trend is subject to change based on the advancements in technology and the emergence of new programming languages.


In this article, we compiled a list of GitHub repositories to help you learn Python fast.

10. The Algorithms

The Algorithms/Python repo is one of the most starred and forked Python GitHub repo, and there’s a good reason behind its popularity.

This repository is a collection of popular algorithms and data structures implemented in the Python programming language.

The purpose of the repository is to provide a comprehensive set of well-documented, reusable, and efficient algorithms for use in computer science and software engineering.

9.Vinta/awesome-python

Vinta/awesome-python is a curated list of awesome Python packages, libraries, software, tools, and resources. It is a collection of high-quality, well-documented, and widely used Python packages and tools that cover a wide range of applications, from web development to machine learning, scientific computing, and more. The purpose of the repository is to provide a comprehensive and up-to-date resource for the Python community and to help developers discover new and useful packages for their projects. The list is maintained by the community and is open for a contribution so that it can continue to be a valuable resource for the Python community.

8.TensorFlow/tensorflow

TensorFlow/Tensorflow is the official repository for the TensorFlow open-source software library for machine learning. TensorFlow is an end-to-end platform for building and deploying machine learning models and is widely used for a variety of applications, including image and speech recognition, natural language processing, and robotics.

7.Project-Based Learning

This repository contains a  list of programming tutorials in which aspiring software developers learn how to build an application from scratch. These tutorials are divided into different primary programming languages. Tutorials may involve multiple technologies and languages. Regarding Python, it covers all the concepts that can help you build anything that you ever dreamt of

6.Python-programming-exercises

Python-programming exercises are a  repository that contains a collection of coding exercises in the Python programming language. These exercises are designed to help people learn and practice Python programming skills by solving various coding problems. It holds a range of exercises, from beginner-level to advanced, covering different topics in Python such as data structures, algorithms, and so on. The aim is to provide a hands-on learning experience and help people improve their Python skills through practical problem-solving.

5.Learn-python

Learn-python repository is a collection of Python scripts that are split by topics and contain code examples with explanations, different use cases, and links to further readings.

4.Learn-python3

Learn-Python3 is a repository that contains a collection of materials for teaching/learning Python 3 (3.5+).

This repository holds use cases that will guide you to play with the web, communicate with databases and work with documents.

3.Full-speed-python

Full-speed-python is a repository that aims to teach the Python programming language using a practical approach. Its method is quite simple: after a short introduction to each topic, the reader is invited to learn more by solving the proposed exercises.

These exercises have been used extensively in my web development and distributed computing classes at the Superior School of Technology of SetĂşbal. With these exercises, most students are up to speed with Python in less than a month. In fact, students of the distributed computing course, taught in the second year of the software engineering degree, become familiar with Python's syntax in two weeks and are able to implement a distributed client-server application with sockets in the third week.

2.Python_reference

Python_reference is a repository containing reference material for Python. It holds reference documentation, code snippets, cheatsheets, and other resources that provide quick access to information about it. It is a  great resource for Python developers to quickly look up information about the language, such as syntax for certain operations, common functions, or tips and tricks for more advanced programming concepts.

  1. Coding-problems

Coding-Problems is a repository that holds Solutions for various coding/algorithmic problems and many useful resources for learning algorithms and data structures in Python.


Conclusion: It is impossible to include every little thing that you'll need to learn in one handy list, but we hope you find this list of repositories useful. They're certainly only a fraction of the entire Python repository space (Something like 17 million projects were on GitHub as of 2015) but we think that this should be enough for now.

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