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We all know about free courses on Python that are the best way to learn the language, but have you ever checked out the GitHub platform for learning resources and projects? Learning from courses is great, but hands-on experience with real-world projects and open-source repositories can take your Python skills to the next level.
In this blog, we will cover 10 essential GitHub repositories that will help you master Python and provide you with essential experience for your career. These repositories offer a wealth of knowledge, ranging from beginner-friendly tutorials to advanced coding challenges, and cover a wide range of topics, such as web development, data analysis, machine learning, and more.
Asabeneh/30-Days-Of-Python kickstarts your Python journey with a challenge that spans over a month. Designed for beginners, this repository introduces you to Python basics and progressively dives into more complex topics such as statistics, data analysis, web development, and database management. By dedicating a few hours each day, you’ll gain a solid foundation in Python, which will open the possibility for you to transition into any tech role.
trekhleb/learn-python is a comprehensive resource that emphasizes learning Python through hacking. It covers a wide range of Python functions and best practices, making it suitable for learners at different levels. You can modify or add code to see how it works and test it using assertions. This interactive learning approach allows you to add and remove code to test if it works properly, helping you improve your learning experience.
For those interested in diving into machine learning with Python, Avik-Jain/100-Days-Of-ML-Code provides a structured approach to grasp the fundamentals of machine learning. Over 100 days, it introduces key concepts and algorithms in ML, leveraging Python for practical implementations. This repository is perfect for programmers looking to transition into the machine learning engineering role.
realpython/python-guide is a Hitchhiker’s Guide to Python book freely available on GitHub. The guide includes best practices and the use of Python in various scenarios. It offers guidance on topics ranging from setup and installation to advanced topics like web development and machine learning. Hitchhiker’s Guide to Python is an invaluable resource for developers seeking to refine their Python skills.
zhiwehu/Python-programming-exercises challenges you with a collection of 100+ Python exercises that range from easy to difficult. It is designed to test and improve your problem-solving skills in Python. This repository is excellent for learners who want to practice coding and prepare for the coding interview.
geekcomputers/Python is a repository filled with various Python scripts, showcasing different things you can build with Python programming. From simple scripts to complex projects, it offers a practical perspective on how Python can be used to automate things and serve as educational examples for beginners to get started with Python.
The practical-tutorials/project-based-learning repository is a valuable resource that provides links to project-based tutorials for various programming languages, with a particular focus on Python.
Learning through a project-based approach is an effective way to apply Python concepts in real-world scenarios. Additionally, it can help you build your developer portfolio and gain experience to secure your first job.
The avinashkranjan/Amazing-Python-Scripts repository is a compilation of various Python scripts that can help automate tasks, perform web scraping, and much more. This resource is particularly useful for students who want to work on small projects independently, as there are plenty of options to choose from. Additionally, these scripts can also be helpful in building more complex projects.
If you are interested in learning about algorithms, TheAlgorithms/Python is an excellent repository to check out. It features Python implementations of various algorithms and data structures, which provide a comprehensive understanding of algorithmic learning with Python. This repository is ideal for those who want to explore the fundamentals of computer science and competitive programming. However, note that these implementations are meant for learning purposes only and may not be as efficient as those in the Python standard library.
Lastly, vinta/awesome-python repository is a collection of remarkable Python frameworks, libraries, software, and resources. It is an excellent source for exploring Python tools and libraries that can aid you in your projects and learning journey. Whether you seek web frameworks, data analysis tools, or anything Python-related, you are likely to find it here.
These 10 GitHub repositories introduce you to the world of Python programming, covering basics to advanced topics, including interactive, project-based, and exercise-based learning. By exploring these repositories, you can build a strong foundation in Python, develop problem-solving skills, and work on practical projects that will help you gain experience. Remember, the journey of learning Python is continuous and ever-evolving; these repositories are just the beginning!
Abid Ali Awan (@1abidaliawan) is a certified data scientist professional who loves building machine learning models. Currently, he is focusing on content creation and writing technical blogs on machine learning and data science technologies. Abid holds a Master’s degree in technology management and a bachelor’s degree in telecommunication engineering. His vision is to build an AI product using a graph neural network for students struggling with mental illness.
